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Prepare Data

Make Every Dataset Clean, Consistent & Analysis-Ready

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Prepare Data: Fast, Simple, & Visual

Sparkflows brings together 100+ processors to validate, transform, and prepare clean, trusted data for every analytics need.
Its built-in pushdown architecture processes data where it already lives — delivering faster performance, stronger governance, and seamless scale.

Clean & Standardize Data

Make your data correct and consistent.
Remove duplicates, fix errors, fill missing values, and standardize formats so your data is ready for analysis.

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Transform & Enrich  Data

Create new columns, change data types, apply simple formulas, and reshape your dataset — all with drag-and-drop steps.

Blend Data from Anywhere

Combine data from files, databases, cloud storage, or streams.
Join, merge, or union datasets to get a single, complete view of your information.

Filter, Group & Aggregate

Quickly slice and summarize your data.
Filter rows, group records, and calculate totals or metrics to prepare datasets for reports and dashboards.

Work With Text, Dates & Complex Fields

Easily handle tricky fields.
Split text, extract dates, parse JSON, and work with semi-structured data without writing code.

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Use Code Only When You Want To

Stay visual or add code when needed.
For advanced cases, you can use Python, SQL, or PySpark — while still building workflows visually.

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