Synthetic Dataset of Credit Card Transactions, 10LK Scale
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Description
Synthetic data for credit card transactions, with a title indicating a scale of 10LK, likely meaning 10 lakh (1 million) records. The dataset is hosted on Kaggle. Details on columns, license, and creation date are not provided in the metadata.
Use Cases
Train a fraud detection classifier on transaction patterns (inferred from domain, verify after download)
Benchmark anomaly detection algorithms on synthetic financial data (inferred from domain, verify after download)
Simulate credit card transaction flows for system testing (inferred from domain, verify after download)
Strengths
Published on Kaggle, a major platform for data science resources.
Title suggests a synthetic nature, which may address privacy concerns associated with real transaction data.
Limitations
Metadata is minimal; actual content requires verification after download.
Column-level documentation is absent; field semantics must be inferred after download.
Row count is unknown, which may limit suitability assessment.
Provenance
Source
Kaggle
Collection Method
Synthetic generation method is unknown.
Time Range
Temporal coverage is unknown.
Freshness
Last update date is unknown; freshness unverified.
Geography
Spatial coverage is unknown.
License is unknown; verify terms before commercial use.