excel-basic-statistics-and-routing

Filter, average, and sum Excel data ranges for validation and reporting.

4.9k|347|Updated Apr 14, 2026
One-click install
npx skills add https://github.com/OpenSenseNova/SenseNova-Skills --skill excel-basic-statistics-and-routing
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: excel-basic-statistics-and-routing
Source: https://github.com/OpenSenseNova/SenseNova-Skills/tree/main/skills/sn-da-excel-workflow/capability/excel-data-statistics/basic-statistics
Command: npx skills add https://github.com/OpenSenseNova/SenseNova-Skills --skill excel-basic-statistics-and-routing

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, openpyxl, and includes scripts (resource) components.

What problem does it solve?

This Skill simplifies performing basic statistical analysis and data filtering on Excel files, saving time on manual calculations and data manipulation.

Core Features & Use Cases

  • Data Filtering and Averaging: Filter data by group and compute mean values efficiently.
  • Data Extraction and Deduplication: Select specific row intervals from sheets, remove duplicates, and sum values for report generation.
  • Use Case: A teacher analyzes student scores across classes, calculates average scores, and generates summary reports for assignment performance, consolidating large data into digestible metrics.

Quick Start

Use the excel skill to analyze your Excel file by filtering scores for class 358 and generating a report with averages and totals.

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 calculate averages and sums for filtered Excel data?

You can filter data by group and compute mean values efficiently using this Skill. It performs basic statistical analysis on Excel sheets, including filtering, averaging, and summing data across specified ranges for validation and reporting.

Can I deduplicate rows and extract specific intervals from an Excel sheet?

Yes, you can deduplicate rows and extract specific row intervals from an Excel sheet. This Skill selects specific row intervals, removes duplicates, and sums values to streamline report generation from large datasets.

Do I need pandas and openpyxl to analyze Excel files for report generation?

Yes, you need pandas and openpyxl to analyze Excel files for report generation. This Skill requires these dependencies for Excel file manipulation to perform filtering, averaging, and summing tasks across specified ranges.

What is the best way to summarize student scores across classes in Excel?

The best way to summarize student scores across classes in Excel is using automated statistical analysis. This Skill filters scores by class, calculates averages, and generates summary reports consolidating large data into digestible metrics.

Does this Skill work for financial and operational data workflows?

Yes, this Skill works for financial and operational data workflows. It performs basic statistical analysis on Excel sheets suitable for educational, financial, and operational data workflows requiring quick insights and summarized outputs.