{% if data.column_type=="categorical" or data.column_type=="decimal" or data.column_type=="numeric" or data.column_type=="date" or
data.column_type=="bool" or data.column_type=="array" or data.column_type=="null" or data.column_type=="timestamp"%}
{{data.name}}
{{data.column_type}}
Unique |
{{data.stats.count_uniques}} |
Unique (%) |
{{data.stats.p_count_uniques}} |
Missing |
{{data.stats.count_na}} |
Missing (%) |
{{data.stats.p_count_na}} |
Datatypes
String
|
{{data.data_types_stats.string}}
|
Integer
|
{{data.data_types_stats.int}}
|
Decimal
|
{{data.data_types_stats.decimal}}
|
Bool
|
{{data.data_types_stats.boolean}}
|
Date
|
{{data.data_types_stats.date}}
|
Missing
|
{{data.data_types_stats.missing}}
|
Null
|
{{data.data_types_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 %}
{% if data.frequency is defined%}
Frequency
Value |
Count |
Frequency (%) |
{% for vi in data.frequency[:10] %}
{{vi.value}} |
{{vi.count}} |
{{vi.percentage}}% |
{% endfor %}
"Missing" |
{{data.stats.count_na}} |
{{data.stats.p_count_na}}% |
{% endif %}
{% endif %}
{% if data.column_type=="numeric" %}
Quantile statistics
Minimum |
{{data.stats.min}} |
5-th percentile |
{{data.stats.percentile["0.05"]}} |
Q1 |
{{data.stats.percentile["0.25"]}} |
Median |
{{data.stats.percentile["0.5"]}} |
Q3 |
{{data.stats.percentile["0.75"]}} |
95-th percentile |
{{data.stats.percentile["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.skewness}} |
Sum |
{{data.stats.sum}} |
Variance |
{{data.stats.variance}} |
{% endif %}
{% if freq_pic is not none %}
|
{% endif %}
{% if hist_pic.hist_numeric_string is defined%}
|
{% endif %}
{% if hist_pic.hist_years is defined %}
|
{% endif %}
{% if hist_pic.hist_months is defined %}
|
{% endif %}
{% if hist_pic.hist_weekdays is defined %}
|
{% endif %}
{% if hist_pic.hist_hours is defined %}
|
{% endif %}
{% if hist_pic.hist_minutes is defined %}
|
{% endif %}