Topic · Data & Analytics
Best data cleaning skills, page 4
Data cleaning skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 145 | Validate Ribo-seq data quality by checking 3-nucleotide periodicity and calculating P-site offsets. | majiayu000/ | 666 | 2 repos | ~1k | Automated safety check: Pass | MIT | today |
| 146 | 146.Data Validation QA an analysis before sharing with stakeholders — methodology checks, accuracy verification, and bias detection. | majiayu000/ | 666 | 2 repos | ~2.4k | Automated safety check: Pass | MIT | today |
| 147 | Apply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. | majiayu000/ | 666 | 2 repos | ~2.6k | Automated safety check: Pass | MIT | today |
| 148 | The Logic & Correctness review perspective for PostHog Review. | PostHog/ | 40k | — | ~988 | Automated safety check: Pass | Unknown | today |
| 149 | Tests for differentially abundant proteins between conditions with limma/DEqMS empirical-Bayes moderation, proDA/msqrob2/MSstats missingness modeling, and Python Welch+BH alternatives. | GPTomics/ | 1.2k | 1 repo | ~5.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 150 | 150.Data Flow Generates a Mermaid sequence diagram showing how data moves between components. | athola/ | 342 | 1 repo | ~793 | Automated safety check: Pass | MIT | 2 days ago |
| 151 | Runs SQL analytics on SageMaker Catalog asset metadata tables exported as Apache Iceberg in S3 Tables. | aws/ | 2.8k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 152 | 152.Lead Import Import leads into Salesforce, HubSpot, Zoho, or Pipedrive with validation, deduplication against existing CRM records, lead scoring, consent and compliance checks, and source attribution — then push… | indranilbanerjee/ | 855 | 1 repo | ~3.3k | Automated safety check: Pass | MIT | 4 days ago |
| 153 | 153.Save Knowledge Save a single piece of brand knowledge — a campaign learning, guideline, competitive finding, performance insight, or approved asset — to the persistent memory layer with SHA-256 deduplication… | indranilbanerjee/ | 855 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 4 days ago |
| 154 | A skill your agent uses to migrate course catalog data from external sources (CSV, PDF, website) and bulk-create Learning and LearningCourse records in Education Cloud. | forcedotcom/ | 1.1k | — | ~5.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 155 | 155.AI Bug Triage Hybrid fingerprint + LLM pipeline for bug classification, deduplication, and ticket generation. | petrkindlmann/ | 165 | — | ~5.2k | Automated safety check: Pass | MIT | 4 mo ago |
| 156 | Process account maintenance requests across the account lifecycle. | JoelLewis/ | 205 | — | ~9.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 157 | 多模态产品图片相似度分析与分组。当用户提到产品图片相似度、视觉分组、查找外观相似的商品、基于图片去重、竞品同款检测、同款商品聚类、按外观分组、image similarity, product image comparison, visual clustering, same-style recognition, appearance deduplication, image… | linkfox-ai/ | 106 | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 24 days ago |
| 158 | 对 Excel 数据进行数值格式标准化与清洗,支持大规模数据的 Parquet 转换流程,并完成关键指标的合计核对与结果文件导出。 | MichaelYang-lyx/ | 111 | 1 repo | ~505 | Automated safety check: Pass | No licence | 10 days ago |
| 159 | 159.Data Clean Produce documented data cleaning scripts that log every transformation with N before/after each step, generate a CONSORT-style exclusion flow diagram, create decision log entries for every… | brycewang-stanford/ | 4.5k | — | ~1.1k | Automated safety check: Pass | Unknown | 3 days ago |
| 160 | 160.Data Validate Run declarative data quality checks and generate a codebook. | brycewang-stanford/ | 4.5k | — | ~1k | Automated safety check: Pass | Unknown | 3 days ago |
| 161 | 161.Sales Operations Sales operations across CRM, analytics, territory planning, and compensation. | borghei/ | 881 | — | ~3.7k | Automated safety check: Pass | MIT | yesterday |
| 162 | Develop and deploy Data Cloud Code Extensions using SF CLI plugin. | forcedotcom/ | 1.1k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 163 | 163.Bio Chipseq Qc ChIP-seq quality control metrics including FRiP (Fraction of Reads in Peaks), cross-correlation analysis (NSC/RSC), library complexity, and IDR (Irreproducibility Discovery Rate) for replicate… | FreedomIntelligence/ | 3.1k | — | ~2.7k | Automated safety check: Pass | No licence | 2 mo ago |
| 164 | 164.Bio Splicing Qc Assesses RNA-seq data quality for splicing analysis including junction saturation curves, splice site strength scoring, and junction coverage metrics using RSeQC. | FreedomIntelligence/ | 3.1k | — | ~1.6k | Automated safety check: Pass | No licence | 2 mo ago |
| 165 | n8n expression syntax validation, context-aware testing, common pitfalls detection, and performance optimization. | proffesor-for-testing/ | 494 | — | ~2.8k | Automated safety check: Pass | MIT | 4 days ago |
| 166 | Figma Clean style tokens and row template for the list-styling skill. | pnp/ | 131 | — | ~2.3k | Automated safety check: Pass | MIT | 2 days ago |
| 167 | 167.CSV Processing A skill your agent uses when reading sensor data from CSV files, writing simulation results to CSV, processing time-series data with pandas, or handling missing values in datasets. | benchflow-ai/ | 1.8k | — | ~455 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 168 | Comprehensive clinical laboratory data harmonization for multi-source healthcare analytics. | benchflow-ai/ | 1.8k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 169 | Preprocessing and cleaning techniques for astronomical light curves. | benchflow-ai/ | 1.8k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 170 | 170.Image Loading Generates an image loading pipeline with memory/disk caching, deduplication, and a CachedAsyncImage SwiftUI view. | gustavscirulis/ | 117 | 1 repo | ~1.6k | Automated safety check: Notes | Unknown | 5 mo ago |
| 171 | Reduce unnecessary Canva Connect operations using measured request, retry, cache, and premium-feature evidence. | jeremylongshore/ | 2.8k | — | ~944 | Automated safety check: Pass | MIT | today |
| 172 | Design and operate CAST AI webhook notifications with explicit severity routing, schema tolerance, receiver security, deduplication, and audit-log reconciliation. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 173 | Receive Exa Monitor events through verified signatures, replay resistance, deduplication, and fast acknowledgment. | jeremylongshore/ | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 174 | Implement Mistral Workflows event ingestion over SSE with checkpoints, deduplication, reconnect control, and reconciliation. | jeremylongshore/ | 2.8k | — | ~897 | Automated safety check: Pass | MIT | today |
| 175 | Implement verified Notion connection-webhook intake with deduplication, bounded processing, and fetch-current reconciliation. | jeremylongshore/ | 2.8k | — | ~1k | Automated safety check: Pass | MIT | today |
| 176 | Process Snagit COM completion and local TechSmith artifact events with bounded watchers, stable-file checks, deduplication, and recovery. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 177 | Analyze, verify, and operate Vast.ai notification webhooks with exact-body HMAC, replay protection, deduplication, durable enqueue, and failure-aware acknowledgment. | jeremylongshore/ | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 178 | 178.Data Engineering Builds and operates data pipelines — ingestion, transformation, orchestration, quality testing, and reliability of data delivery. | cbrock84/ | 2k | — | ~937 | Automated safety check: Pass | MIT | 21 days ago |
| 179 | 179.Data Governance Establishes ownership, definitions, quality, access, and lineage for the organization's data. | cbrock84/ | 2k | — | ~864 | Automated safety check: Pass | MIT | 21 days ago |
| 180 | 180.Aeon Rss Digest Daily roll-up across a configurable list of RSS / Atom / JSON feeds with cross-feed deduplication (by canonical URL hash), themed clustering, weighted per-feed ranking, and source-status reporting. | BankrBot/ | 1.2k | — | ~533 | Automated safety check: Pass | No licence | 3 days ago |
| 181 | Audit data quality across pipelines, warehouses, and stores. | borghei/ | 881 | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 182 | Evaluate ecommerce price candidates using unit economics, historical observations, elasticity analysis, scenario modeling, and controlled experiments. | nexscope-ai/ | 1.1k | — | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 183 | 183.Visual Skills A skill your agent uses whenever the user provides data (CSV, JSON, table, pasted numbers, or any structured dataset) and expects a visual output — even if they don't say 'chart' or 'visualize'. | npc-live/ | 156 | — | ~7.4k | Automated safety check: Pass | No licence | 3 mo ago |
| 184 | Systematic multi-agent code review of all analysis scripts produced in a project. | joshzyj/ | 168 | — | ~8.8k | Automated safety check: Pass | Unknown | 20 days ago |
| 185 | Per-feature NaN-safe Spearman/Pearson correlation across many features (genes, proteins, variants) with missing values. | jaechang-hits/ | 370 | 1 repo | ~2.9k | Automated safety check: Pass | CC-BY-4.0 | 9 days ago |
| 186 | Load when imputing missing values (min / median / KNN) and normalising (TIC / median / log) a feature × sample metabolomics CSV. | TianGzlab/ | 161 | — | ~916 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 187 | 187.Data Quality Design and operate data quality programs for financial data — validation rules, pricing validation, data lineage, exception management, profiling, and governance. | JoelLewis/ | 205 | — | ~11k | Automated safety check: Pass | MIT | 2 mo ago |
| 188 | Import local literature into a managed library; trigger when you need offline deduplication, tagging, and a searchable index. | aipoch/ | 2k | — | ~1.8k | Automated safety check: Pass | MIT | 21 days ago |
| 189 | Use outlier detection handler for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries. | aipoch/ | 2k | — | ~2k | Automated safety check: Pass | MIT | 21 days ago |
| 190 | Use as the default router for generic BloodHound asks: check the BloodHound connection, verify MCP health, analyze BloodHound data, find or explain a path, inspect shortest paths, find a path to… | SpecterOps/ | 702 | — | ~1.4k | Automated safety check: Pass | MIT | 15 days ago |
| 191 | Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. | datadrivenconstruction/ | 344 | 1 repo | ~4.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 192 | Track data origin, transformations, and flow through construction systems. | datadrivenconstruction/ | 344 | 1 repo | ~4.4k | Automated safety check: Pass | MIT | 1 mo ago |