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Data Transformation & Export

Practice price normalization, salary regex parsing, deduplication, nested data extraction, and script-based name transforms. Raw scrapes rarely arrive analysis ready, so these scenarios focus on cleaning and exporting the result.

#1 Beginner

Extract Prices, Remove Currency, Cast to Float, Export CSV

Transform scraped data using replace and cast

Data Transformation & Export Uses 1 commands
#2 Beginner

Extract Salary with Regex and Export JSON

Extract salary figures with regex

Data Transformation & Export Uses 2 commands
#3 Intermediate

Deduplicate Listings by URL and Export SQL

Convert data formats (JSON, CSV, Excel)

Data Transformation & Export Uses 1 commands
#4 Intermediate

Extract Nested List Data and Export Parquet

Chain multiple transformations on a dataset

Data Transformation & Export Uses 2 commands
#5 Advanced

Script Transformation to Concatenate Names

Apply transformations dynamically based on data

Data Transformation & Export Uses 2 commands