Skills by job · page 6
Data & analysis skills
556 audited skills for data & analysis: 385 SAFE, 153 CAUTION, 18 BLOCK. SQL, databases, spreadsheets, notebooks and charts.
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ModelsAtlas. “Data & analysis skills”. Retrieved 29 Oct 2026. https://modelsatlas.com/skills/topic/data/page/6
Table Theme Styling
OpenSenseNova/SenseNova-Skills
动态统计Excel总行数,当数据量过大(≥10000行)时自动转换为Parquet格式加速读取,并对指定目标列进行条件筛选、分类汇总与结果导出,适用于超大体积Excel文件的快速读取与统计分析。
Text Normalization
OpenSenseNova/SenseNova-Skills
对Excel文件进行文本标准化清洗(如去除异常前缀、提取纯中文字符等),并,最终输出清洗后的Excel文件并提供下载链接。
Threshold Cell Coloring
OpenSenseNova/SenseNova-Skills
根据Excel总行数自动切换Parquet加速读取,计算特定维度的时间序列平均值,并使用openpyxl输出带有条件格式(如低于均值标绿)和自定义样式的分析报告。
Threshold Filtering
OpenSenseNova/SenseNova-Skills
根据 Excel 数据量级自动判断处理策略,执行数值列清洗、条件过滤,并使用 openpyxl 对符合条件的单元格进行样式标记与导出。
Time Series Analysis
OpenSenseNova/SenseNova-Skills
对时间序列或分类数据进行多维度趋势分析、百分比清洗、绩效分级建模与预测,并生成高分辨率的可视化综合报告,适用于业务指标监控与预测场景。
Top Value Coloring
OpenSenseNova/SenseNova-Skills
根据数据规模动态选择处理策略,对多表数据进行合并、统计筛选,并利用 openpyxl 实现关键指标的自动化样式高亮与格式化导出。
Trend Analysis
OpenSenseNova/SenseNova-Skills
基于多维度数据进行分级评估与趋势预测,通过设定差异化增长率计算预测值,并生成对比可视化图表,适用于绩效评估、目标设定等场景。
Word Analysis
OpenSenseNova/SenseNova-Skills
Word (.docx/.doc) 文档全量解析。覆盖:正文/段落文本提取、表格数据提取、高亮/颜色格式读取、多文件汇总对比、嵌入图片转 caption。
Nature Data
Galaxy-Dawn/claude-scholar
Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts. Use when the user asks about Nature data availability,…
Publication Chart Skill
Galaxy-Dawn/claude-scholar
This skill should be used when the user asks for a publication-quality scientific figure or table, wants help choosing the right chart for results, needs a paper-ready pubfig or pubtab workflow, wants a figure +…
Imf Data Api Guide
brycewang-stanford/Auto-Empirical-Research-Skills
Retrieve IMF economic indicators, exchange rates, and country data
Json Data Visualizer
brycewang-stanford/Auto-Empirical-Research-Skills
Guide to JSON Crack for visualizing complex JSON data structures
Medical Data Api
brycewang-stanford/Auto-Empirical-Research-Skills
Access FDA drug data and WHO global health statistics for research
Mooc Analytics Guide
brycewang-stanford/Auto-Empirical-Research-Skills
Analyzing MOOC data, learning analytics, and online education metrics
Options Analytics Agent Guide
brycewang-stanford/Auto-Empirical-Research-Skills
AI agent for options pricing, Greeks, and strategy analysis
Pangaea Data Api
brycewang-stanford/Auto-Empirical-Research-Skills
Access earth and environmental science datasets via PANGAEA API
Seismology Data Guide
brycewang-stanford/Auto-Empirical-Research-Skills
Earthquake data analysis, seismogram processing, and seismic research
Topology Data Analysis
brycewang-stanford/Auto-Empirical-Research-Skills
Topological data analysis: persistent homology, Mapper, and TDA tools
World Bank Data Guide
brycewang-stanford/Auto-Empirical-Research-Skills
Access World Bank development indicators and country statistics
Akshare Finance Data
brycewang-stanford/Auto-Empirical-Research-Skills
Access Chinese and global financial data using the AkShare Python library
Astrophysics Data Guide
brycewang-stanford/Auto-Empirical-Research-Skills
Astronomical data processing with Astropy, FITS files, and sky surveys
Biodiversity Data Guide
brycewang-stanford/Auto-Empirical-Research-Skills
Biodiversity data access, species occurrence, and ecological tools
Crossref Event Data Api
brycewang-stanford/Auto-Empirical-Research-Skills
Track scholarly mentions across the web via Crossref Event Data
Data Collection Automation
brycewang-stanford/Auto-Empirical-Research-Skills
Automate survey deployment, data collection, and pipeline management