Add dataset README with metadata
Browse files
README.md
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---
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dataset_info:
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features:
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- name: Event_ID
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dtype: timestamp
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- name: Timestamp
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dtype: timestamp
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- name: Vehicle_Type
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dtype: text
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- name: Speed_kmh
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dtype: timestamp
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- name: Latitude
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dtype: text
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- name: Longitude
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dtype: text
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- name: Event_Type
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dtype: text
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- name: Severity
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dtype: text
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- name: Traffic_Density
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dtype: text
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splits:
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- name: default
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num_bytes: 0KB
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num_examples: 5
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---
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# Flowmatic Cleaned Dataset
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## Overview
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This dataset was cleaned and exported by **Flowmatic**, an intelligent data preparation platform.
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**Pipeline Run ID**: `cmm1r1vow0004bt40plobjuj2`
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**Generated**: 2026-02-25T08:07:49.270Z
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## Dataset Statistics
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- **Total Records**: 5
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- **Total Columns**: 9
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- **File**: `cleaned_data.csv`
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## Column Information
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| Column | Type | Non-Null | Null | Sample Values |
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|--------|------|----------|------|---------------|
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| Event_ID | timestamp | 5 | 0 | "1", "2", "3" |
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| Timestamp | timestamp | 5 | 0 | "2024-09-13 13:10:48", "2024-10-19 14:34:09", "2024-11-24 18:52:58" |
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| Vehicle_Type | text | 5 | 0 | "Bus", "Car", "Bus" |
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| Speed_kmh | timestamp | 5 | 0 | "72", "4", "36" |
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| Latitude | text | 5 | 0 | "51.101003", "51.116445", "51.15613" |
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| Longitude | text | 5 | 0 | "71.417789", "71.396492", "71.361778" |
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| Event_Type | text | 5 | 0 | "Accident", "Normal", "Sudden De-celeration" |
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| Severity | text | 5 | 0 | "High", "Low", "Low" |
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| Traffic_Density | text | 5 | 0 | "91.41", "45.52", "21.95" |
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## Data Quality
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This dataset has been processed through Flowmatic's cleaning pipeline:
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- ✅ Duplicates removed
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- ✅ Missing values handled (interpolation/forward-fill)
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- ✅ Outliers processed (winsorization)
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- ✅ Type consistency validated
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- ✅ Records exported
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## Usage
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Load the dataset using Hugging Face `datasets` library:
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```python
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from datasets import load_dataset
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dataset = load_dataset('username/dataset_name')
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df = dataset['train'].to_pandas()
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```
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Or load directly as CSV:
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```python
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import pandas as pd
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df = pd.read_csv('https://huggingface.co/datasets/username/dataset_name/raw/main/cleaned_data.csv')
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```
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## License
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This dataset is released under the CC BY 4.0 license.
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---
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*Processed with [Flowmatic](https://github.com/flowmatic/flowmatic)*
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