{% extends "layout.html" %} {% block content %}

File name is {{ file.filename }}

Over View
Numerical Columns{{ process.IV.TotalNumeric }}
Categorical Columns{{ process.IV.TotalCategorical }}
Rows & Columns {{process.IV.Shape[0]}} X {{process.IV.Shape[1]}}
Drop Missing Values

Badge

Action Center

Columns


Actions



Sample {{sample.samplesize}}

{% for n in sample.columns %} {% endfor %} {% for n in sample.sampledata %} {% for i in n %} {% endfor %} {% endfor %}
{{n}}
{{i}}
Total {{sample.length}} X {{sample.number_of_columns}}

{% if quick %}

Quick Statistics

{% for n in quick.numerical_col %} {% endfor %} {% for variable, data in quick.zipped%} {% for values in data %} {% endfor %} {% endfor %}
{{n}}
{{ variable }}{{values}}

{% endif %} {% if corr.empty %}

Correlation Between Variables


{% endif %} {% if process.IV.TotalNumeric %}

Individual Numerical Variable Analysis

{% for values in process.IV.Variables%} {% if values.vtype == 'numeric'%}

{{values.vname}}

Number of observations {{values.vsummary[1][0]}} Median{{values.vsummary[1][5]}}
Mean{{values.vsummary[1][1]}} Quartile 2{{values.vsummary[1][6]}}
Standard Deviation{{values.vsummary[1][2]}} Maximum{{values.vsummary[1][7]}}
Minimum{{values.vsummary[1][3]}} Skewness{{values.vsummary[1][8]}}
Quartile 1{{values.vsummary[1][4]}} Kurtosis{{values.vsummary[1][9]}}
Note
Variable Name: {{ values.vname }}
Variable Type: {{ values.vtype }}
Total Missing: {{ values.vmissing[0] }}
Missing Percentage {{ values.vmissing[1]}}

Action Center


{% endif %} {% endfor %}
{% endif %} {% if process.IV.TotalCategorical %}

Individual Categorical Variable Analysis

{% for values in process.IV.Variables%} {% if values.vtype == 'categorical'%}

{{ values.vname }}

Number of observations {{ values.vsummary[1][0] }}
Number of unique values{{ values.vsummary[1][1] }}
Highest occuring values{{ values.vsummary[1][2] }}
Total Missing {{ values.vmissing[1]}}%{{ values.vmissing[0]}}
Most Common observations
{{ values.vmostcommon[0][0] }} {{ values.vmostcommon[1][0] }}
{{ values.vmostcommon[0][1] }} {{ values.vmostcommon[1][1] }}

Action Center


{% endif %} {% endfor %}
{% endif %}
{% endblock %}