Datasets:
Update dataset v1.0.0-initial
Browse files- CHANGELOG.md +19 -0
- README.md +260 -0
- html-input-text-only-1755802899.parquet +3 -0
CHANGELOG.md
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# Changelog
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All notable changes to the Html Input Text Only Dataset will be documented in this file.
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [Version 1.0.0]
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- Initial release with html-input-text-only dataset
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- Standardized data processing pipeline
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- Comprehensive documentation and metadata
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---
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## Build Information
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- **Dataset version**: v1.0.0-initial
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- **Generated on**: 2025-08-21 12:50:04 UTC
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README.md
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---
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language:
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- af
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- am
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- ar
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- bn
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- bg
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- ca
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- hr
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- cs
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- da
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- nl
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- en
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- et
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- tl
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- fi
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- fr
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- de
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- el
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- gu
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- he
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- hi
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- hu
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- id
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- it
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- ja
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- kn
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- ko
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- lv
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- lt
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- ms
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- ml
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- mr
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- no
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- fa
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- pl
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- pt
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- ro
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- ru
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license: other
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license_name: other
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license_details: This dataset is proprietary to Keeper Security and intended for internal use only.
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tags: []
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annotations_creators:
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- machine-generated
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pretty_name: Html Input Text Only Dataset
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size_categories:
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- 100K<n<1M
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task_categories:
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- text-classification
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task_ids: []
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configs:
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- config_name: default
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data_files:
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- split: train
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path: html-input-text-only-1755802899.parquet
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dataset_info:
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features:
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- name: text
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dtype: string
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- name: label
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dtype: string
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- name: lang
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dtype: string
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config_name: default
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splits:
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- name: train
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num_bytes: 21009409
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num_examples: 449994
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download_size: 21009409
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dataset_size: 21009409
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---
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# 📖 Html Input Text Only Dataset
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This dataset contains HTML input text with all punctuation removed, making it ideal for training models on web form elements and URLs.
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## 📊 Dataset Overview
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A preprocessed version of keeper-security/html_input_dataset with punctuation removed from HTML sections to reduce tokenization errors during model training. Contains web form elements and URLs for security analysis tasks.
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This dataset is designed to facilitate the training of models that require clean HTML input without the noise introduced by punctuation.
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## 🔗 Dependencies
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The dataset integrates and standardizes data from the following public datasets:
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- [keeper-security/html_input_dataset](https://huggingface.co/datasets/keeper-security/html_input_dataset)
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---
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## 💡 Usage Examples
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### Load with Hugging Face Datasets
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```python
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from datasets import load_dataset
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ds = load_dataset("keeper-security/html-input-text-only", data_files={"train": "html-input-text-only-1755802899.parquet"})
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print(ds["train"][0])
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```
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### Convert to Pandas
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```python
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import pandas as pd
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df_train = ds["train"].to_pandas()
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df_train.head()
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```
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---
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## 📁 Repository Structure
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```bash
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html-input-text-only/
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├── html-input-text-only-1755802899.parquet # Main processed dataset
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├── README.md # Dataset documentation
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└── CHANGELOG.md # Version history and changes
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```
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---
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## 📊 Data Overview
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- **Shape:** (449,994 rows × 3 columns)
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- **File Size:** ~20 MB
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---
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### 📌 Statistics
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- ✅ Total commands: **302,699**
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- 🎯 Unique text: **302,616**
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- 🎯 Unique label: **45**
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- 🎯 Unique lang: **38**
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### Columns
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| Column Name | Type | Description |
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|:------------|:-----|:------------|
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| text | string | The main text content URL and HTML combined |
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| label | string | Classification label |
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| lang | string | Language of the text |
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### Ontology
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| **lang** | **Description** |
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|--------|-----------------|
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| Gujarati | Gujarati language |
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| Japanese | Japanese language |
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| Lithuanian | Lithuanian language |
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| Indonesian | Indonesian language |
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| Bengali | Bengali language |
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| Afrikaans | Afrikaans language |
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| Estonian | Estonian language |
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| Dutch | Dutch language |
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| Italian | Italian language |
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| Hebrew | Hebrew language |
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| Croatian | Croatian language |
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| Finnish | Finnish language |
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| Filipino | Filipino language |
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| English | English language |
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| Bulgarian | Bulgarian language |
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| Korean | Korean language |
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| Czech | Czech language |
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| Danish | Danish language |
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| Hindi | Hindi language |
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| Latvian | Latvian language |
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| German | German language |
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| unknown | Unknown or unclassified language |
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| Amharic | Amharic language |
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| Hungarian | Hungarian language |
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| Arabic | Arabic language |
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| Greek | Greek language |
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| Catalan | Catalan language |
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| Kannada | Kannada language |
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| French | French language |
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| Marathi | Marathi language |
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| Malay | Malay language |
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| Malayalam | Malayalam language |
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| Persian | Persian language |
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| Norwegian Bokmål | Norwegian language |
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| Polish | Polish language |
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| Romanian | Romanian language |
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| Portuguese | Portuguese language |
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| Russian | Russian language |
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| **label** | **Description** |
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|---------|-----------------|
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| ACCOUNT_CREATION_PASSWORD | Account creation password |
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| ADDRESS_CITY | City name in an address |
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| ADDRESS_COUNTRY | Country name in an address |
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| ADDRESS_LINE1 | First line of a street address |
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| ADDRESS_LINE2 | Second line of a street address (e.g., apartment, suite) |
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| ADDRESS_STATE | State, province, or region in an address |
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| ADDRESS_ZIP | Postal or ZIP code in an address |
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| ALTERNATIVE_FAMILY_NAME | Alternative or secondary family/last name |
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| ALTERNATIVE_FULL_NAME | Alternative or secondary full name |
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| ALTERNATIVE_GIVEN_NAME | Alternative or secondary given/first name |
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| AMBIGUOUS | Ambiguous or unclear input that cannot be classified |
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| BIRTH_DATE_DAY | Day component of a birth date |
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| BIRTH_DATE_MONTH | Month component of a birth date |
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| BIRTH_DATE_YEAR | Year component of a birth date |
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| COMPANY_NAME | Name of a company or organization |
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| CONFIRMATION_PASSWORD | Password confirmation field |
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| CREDIT_CARD_EXP_DATE_MONTH_AND_YEAR | Credit card expiration date (month and year) |
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| CREDIT_CARD_EXP_DATE_YEAR | Credit card expiration year |
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| CREDIT_CARD_EXP_MONTH | Credit card expiration month |
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| CREDIT_CARD_NUMBER | Credit card number |
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| CREDIT_CARD_STANDALONE_VERIFICATION_CODE | Credit card verification code (standalone field) |
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| CREDIT_CARD_TYPE | Type or brand of credit card (e.g., Visa, MasterCard) |
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| CREDIT_CARD_VERIFICATION_CODE | Credit card verification code (CVV, CVC, etc.) |
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| EMAIL_ADDRESS | Email address |
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| IBAN_VALUE | International Bank Account Number (IBAN) |
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| MALICIOUS_LABEL | Label for potentially malicious or harmful input |
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| MERCHANT_EMAIL_SIGNUP | Email address used for merchant signup |
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| MERCHANT_PROMO_CODE | Promotional or discount code for merchants |
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| NAME_FIRST | First or given name |
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| NAME_FULL | Full name |
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| NAME_LAST | Last or family name |
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| NAME_MIDDLE | Middle name |
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| NAME_MIDDLE_INITIAL | Middle initial |
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| NAME_PREFIX | Name prefix (e.g., Mr., Dr., Ms.) |
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| NAME_SUFFIX | Name suffix (e.g., Jr., Sr., III) |
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| NATIONAL_IDENTITY_NUMBER | National identity or government-issued number |
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| NEW_PASSWORD | New password field |
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| PASSWORD | Password field |
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| PHONE_NUMBER | Phone number |
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| PIN_CODE | Personal identification number (PIN) |
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| PROBABLY_NEW_PASSWORD | Field likely to be a new password |
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| SEARCH | Search query or search field |
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| TWO_FACTOR_CODE | Two-factor authentication code |
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| UNKNOWN | Unknown or unclassified input |
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| USERNAME | Username or user ID |
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---
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---
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## 🔧 Reproduction
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1. Clone the repository:
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```bash
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git clone https://github.com/keeper-security/ai-factory.git
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cd ai-factory
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git checkout {{ github_commit_hash }}
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```
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2. Navigate to the dataset directory and run the pipeline:
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```bash
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cd datasets/html-input-text-only
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python run_pipeline.py
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```
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---
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html-input-text-only-1755802899.parquet
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:492a9dc4342af0116c21802ea8fcc6829604f08e88c86ba7e036bbd9ba6014a8
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size 21009409
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