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
---

# HumanVsBotScan

tags: Classification, User Behavior, IP Address, Geolocation

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

**Dataset Description:**

The 'HumanVsBotScan' dataset aims to facilitate research in distinguishing human from bot interactions based on a variety of environmental parameters. It encompasses a broad spectrum of user behavior metrics, network information, and device-specific details. Each record in the dataset represents an event, captured with an associated label indicating whether the activity is likely from a human or a bot. This dataset can be used for training machine learning models to enhance cybersecurity measures, optimize user experience, and reduce the impact of automated bots.

**CSV Content Preview:**

```
timestamp, mouse_movements, keystrokes, scroll_events, page_load_time, click_events, device_type, ip_address, isp, network_latency, bandwidth, vpn_enabled, user_agent, browser_version, plugins_and_extensions, screen_resolution, language_settings, geolocation, time_based_pattern, operating_system, hardware_specs, label
2023-01-01T12:00:00, 120, 300, 50, 2.1, 10, "Desktop", "192.168.1.1", "ISP1", 50, 50, False, "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3", "Chrome 58", "", "1920x1080", "en-US", "40.712776,-74.005974", "consistent", "Windows 10", "Intel i7 4790K", "

**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 '':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=HumanVsBotScan&tags=Classification,+User+Behavior,+IP+Address,+Geolocation
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
