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data-analytics

Analyze Xiaohongshu account and content metrics to optimize performance.

363|65|Updated Jan 22, 2026
Search Tags:#data analysis#content optimization#xiaohongshu#engagement metrics#audience insights#follower growth
One-click install
npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill data-analytics-vivy-yi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: data-analytics
Source: https://github.com/vivy-yi/xiaohongshu-skills/tree/main/skills/03-%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90/data-analytics
Command: npx skills add https://github.com/vivy-yi/xiaohongshu-skills --skill data-analytics-vivy-yi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps you understand why your Xiaohongshu content performs the way it does, enabling data-driven decisions to improve engagement and growth.

Core Features & Use Cases

  • Performance Analysis: Identify top-performing content topics, formats, and posting times.
  • Audience Insights: Understand follower demographics and active hours.
  • Actionable Recommendations: Translate data into concrete steps for content strategy optimization.
  • Use Case: If your posts about skincare tutorials consistently get higher engagement than fashion posts, this Skill helps you confirm that pattern and recommend creating more skincare content.

Quick Start

Analyze the provided data to identify the top 3 content topics that drive the most engagement.

Frequently Asked Questions about data-analytics

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

FAQPage Schema
How do I analyze Xiaohongshu engagement metrics to improve content performance?▼

Analyzing Xiaohongshu engagement metrics requires collecting account data from the Creator Center to identify top-performing topics and posting times, translating those data insights into actionable content optimization strategies.

What is the best way to validate a Xiaohongshu content strategy using audience insights?▼

Validating a Xiaohongshu content strategy involves analyzing audience insights like follower demographics and active hours from the Creator Center to confirm engagement patterns and directly inform growth strategies.

Why does my Xiaohongshu follower growth plateau and how can data analysis fix it?▼

Follower growth plateaus due to inconsistent content performance; data analysis identifies underperforming topics and suggests concrete steps like focusing on high-engagement formats to resume growth.

How to find top-performing content topics on Xiaohongshu using data analysis?▼

Finding top-performing content topics on Xiaohongshu requires exporting engagement metrics from the Creator Center into a spreadsheet, then analyzing the data to rank topics by interaction rates.

Can I use Qiangua Data with spreadsheets for Xiaohongshu account analysis?▼

Yes, you can use Qiangua Data alongside spreadsheets; combining optional Qiangua Data with Creator Center exports provides comprehensive metrics to optimize content performance and inform growth strategies.

Do I need dedicated tools to get actionable recommendations for Xiaohongshu content optimization?▼

You do not need dedicated tools; actionable recommendations for Xiaohongshu content optimization can be generated by analyzing collected Creator Center data using standard spreadsheets to validate strategy decisions.

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