license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# TransformIntegratorDataset

tags: Data Integration, Feature Engineering, Key Metrics

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'TransformIntegratorDataset' comprises records detailing various instances of data transformation processes within a company's IT infrastructure. It focuses on evaluating the efficacy of different data integrators and the key functionalities that are essential for a seamless transformation. The dataset has been meticulously labeled to facilitate machine learning models in identifying key success factors in data integration tasks.

**CSV Content Preview:**

```
"record_id","source_system","target_system","integrator_used","key_functionality","performance_metric","label"
"001","ERP_System","CRM_System","DataFlowSync","ConcurrencyHandling","95%","HighEfficiency"
"002","MarketAnalytics","DataWarehouse","IntegratorX","SchemaMapping","88%","ModerateEfficiency"
"003","CustomerFeedback","CRM_System","TransformIntegratorPro","DataValidation","92%","HighEfficiency"
"004","SalesData","DataWarehouse","DataFlowSync","BatchProcessing","89%","ModerateEfficiency"
"005","ProductInventory","ERP_System","IntegratorY","DataNormalization","94%","HighEfficiency"
```

In this CSV, the 'record_id' column represents a unique identifier for each record, 'source_system' and 'target_system' indicate the origin and destination of the data, 'integrator_used' shows the data integration tool employed, 'key_functionality' is the critical feature of the integrator that impacts performance, 'performance_metric' reflects the success of the integration, and 'label' is an artificially assigned tag that classifies the efficiency of the integration process.

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'KEY Transform Integrator Key Funktion':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=KEY+Transform+Integrator+Key+Funktion&dataset=TransformIntegratorDataset&tags=Data+Integration,+Feature+Engineering,+Key+Metrics
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
