Sampling Tool
Upload Dataset (Drag & Drop)
Drop CSV/XLSX here, or
{% if has_data %}Dataset loaded.{% else %}No dataset loaded yet.{% endif %}
Manual Sampler
Select District → Tehsil → UC → Village. Preview eligible groups and choose sample sizes.
Districts
(Select)
Select All
{% for d in districts %}
{{ d }}
{% endfor %}
Tehsils
(District | Tehsil)
Select All
Select district(s) first.
UCs
(District | Tehsil | UC)
Select All
Select tehsil(s) first.
Randomly pick
UCs per (District, Tehsil)
Deh Preview
Select All
Min count:
Sample per group:
Click “Preview” after selecting filters.
Preview
Download
Villages
(District | Tehsil | UC | Deh | Village)
Select All
Select UC(s) first.
Collector Excel (optional append)
Drop existing .xlsx here (to append), or
No collector file selected (a new file will be created).
Auto Sampler
Auto sample rows:
{{ auto_count }}
Download Auto Sample
Auto logic: each District → each Tehsil → random 5 UCs → eligible group≥50 → sample 50 per group.