excel-basic-statistics-and-routing

Computes filtered averages and deduplicated sums from multi-sheet Excel files.

2|Updated May 19, 2026
One-click install
npx skills add https://github.com/aiyinluya/SenseNova-Skills-Studio --skill excel-basic-statistics-and-routing-aiyinluya
Or copy as Structured Prompt for Agent
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Skill: excel-basic-statistics-and-routing
Source: https://github.com/aiyinluya/SenseNova-Skills-Studio/tree/main/skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics
Command: npx skills add https://github.com/aiyinluya/SenseNova-Skills-Studio --skill excel-basic-statistics-and-routing-aiyinluya

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you quickly perform basic statistics on multi-sheet Excel files by filtering rows by a group condition, computing mean values for selected columns, and extracting then deduplicating data from specified row ranges to produce a summed result.

Core Features & Use Cases

  • Multi-Sheet Basic Statistics: Filters by a specified grouping column and converts target columns to numeric to compute averages.
  • Range-Based Extraction & Deduplicated Summation: Extracts fields from defined row intervals on a target sheet, deduplicates by component name, and sums values.
  • Excel Output + Download Links: Saves both the computed summaries and the filtered dataset into Excel files and returns local download paths.

Quick Start

Use the excel-basic-statistics-and-routing skill to filter your Excel by the '班级' value '358', compute averages for columns '总分' and '理数', and extract/deduplicate component power from the specified Sheet2 row ranges into downloadable result files.

Frequently Asked Questions about excel-basic-statistics-and-routing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I compute filtered averages and deduplicated sums from multi-sheet Excel files?

Filtered averages in Excel are computed by grouping rows based on a specified condition, converting target columns to numeric values, and calculating the mean. Range-based deduplicated sums are extracted from fixed row intervals on a target sheet for reporting.

Can I extract data from fixed row intervals within a specific Excel sheet?

Extracting data from fixed row intervals within a specified Excel sheet involves targeting defined row ranges, extracting the required fields, and deduplicating them by component name before summing the values for the final report.

What is the best way to calculate class-level score summaries from an Excel spreadsheet?

The best way to calculate class-level score summaries from an Excel spreadsheet is to filter rows by a class grouping column, convert target score columns to numeric values with validation, and compute the averages to generate summary reports.

Does this Excel data filtering approach require numeric type conversion for calculation?

Yes, this Excel data filtering approach requires numeric type conversion with validation for calculation. Target columns must be converted to numeric values to ensure accurate average computations and range-based deduplicated summations.

How do I output Excel result files with local download links after data deduplication?

You output Excel result files with local download links by saving both the computed summary statistics and the filtered dataset into Excel files. The process automatically generates and returns local download paths for the output files.