{% 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.dtypes_stats.string}}
|
|
Integer
|
{{data.dtypes_stats.int}}
|
|
Decimal
|
{{data.dtypes_stats.decimal}}
|
|
Bool
|
{{data.dtypes_stats.boolean}}
|
|
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 %}
{% 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 %}
