Skip to content

Clean up messy data

Fix duplicates, broken formats and gaps before you trust the numbers.

Job
← JobsTask in Analyse data
More
← Analyse dataSkills for Clean up messy data
  • clean-data

    Interactive data profiling and cleaning assistant for medical research.

    AperivueIncludes 6 scripts
  • explore-data

    Profile and explore a dataset to understand its shape, quality, and patterns.

    Why this one: Profiles a table's shape and quality problems before cleaning

    From AnthropicInstructions only
  • xlsx

    This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats.

    From AnthropicIncludes 12 scripts
  • ssl-skill-normalizer

    Normalize SKILL.md artifacts into Scheduling-Structural-Logical (SSL) JSON representations using a conservative multi-pass extraction…

    From GitHubInstructions only
  • datanalysis-credit-risk

    Credit risk data cleaning and variable screening pipeline for pre-loan modeling.

    From GitHubIncludes 3 scripts
  • data-quality-check

    Assess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics.

    datadrivenconstructionContacts outside web addresses
  • odoo-data-quality-gate

    Audit an Odoo database's data quality with evidence before trusting AI answers, importing, or migrating — duplicates, missing required values, orphaned…

    erpipe-orgInstructions only
  • product-data-cleanup

    Clean a local FF&E CSV schedule by normalizing casing, dimensions, units, language, materials, and formatting.

    AlpacaLabsLLCInstructions only
  • freehire-search

    Search live job listings from the [freehire.me](https://freehire.me) job aggregator — an open-source IT job board that normalizes postings from ~50 ATS platforms across many countries into one schema.

    MadsLorentzenIncludes 10 scripts
  • file-processing

    Process and analyze CSV, JSON, and text files with data transformation, cleaning, analysis, and visualization capabilities

    From AWSIncludes 1 script
  • render-food-product-sizzle

    Assemble a wordless macro-tabletop food-product sizzle ad from a config — normalize fps and SAR across ~4 photorealistic macro clips (hands…

    gooseworks-aiInstructions only
  • chinese-thesis-workbench

    Standardize, draft, revise, check, and package Chinese undergraduate thesis or graduation-design papers from school templates, task books, proposals,…

    ZyhSechubIncludes 27 scripts

See all 15 for “Clean up messy data”

Connectors for Clean up messy data

Connectors (MCP servers) link your AI to an outside tool or service — a different kind of add-on from a skill.