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
---

# BotsDetect

tags: Classification, Human/Bit Detection, Mouse Movements, Keystrokes

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

**Dataset Description:**

The 'BotsDetect' dataset comprises various environmental parameters collected to distinguish between human and bot interactions within a digital environment. The dataset is designed to facilitate the development of machine learning models for the purpose of bot detection. It includes a wide range of features such as mouse movements, keystrokes, and other user behaviors that can be indicative of bot activity. It also contains technical details like IP addresses, device specifications, and network information that might be used to identify bot traffic.

**CSV Content Preview:**

```
user_id,timestamp,mouse_movements,keystrokes,scroll_events,page_load_times,click_events,device_type,ip_address,isp,network_latency,bandwidth,vpn_enabled,user_agent,browser_version,plugins_extensions,screen_resolution,language_settings,geolocation,time_based,operating_system,hardware_specifications,label
001,2023-04-01T12:00:00Z,123,345,56,0.45s,5,desktop,192.168.1.2,ISP123,10ms,100Mbps,false,Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36,Chrome/91.0.4472.124,Firefox/89.0,1920x1080,en-US,US,New York,192.168.1.2,ISP123,10ms,100Mbps,desktop,Intel i7,16GB RAM,non-bot
002,2023-04-01T12:05:00Z,150,270,30,0.50s,8,mobile,172.16.1.1,ISP234,15ms,50Mbps,false,Mozilla/5.0 (iPhone; CPU iPhone OS 14_4 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.0.3 Mobile/15E148 Safari/604.1,Safari/604.1,Chrome/89.0.4389.82,1080x1920,en-US,US,California,172.16.1.1,ISP234,15ms,50Mbps,mobile,Apple A14,6GB RAM,non-bot
003,2023-04-01T12:10:00Z,100,200,10,0.35s,3,tablet,192.168.1.3,ISP345,5ms,20Mbps,true,Mozilla/5.0 (iPad; CPU OS 14_6 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/14.0.3 Mobile/15E148 Safari/604.1,Safari/604.1,Chrome/89.0.4389.82,1024x600,en-US,US,Texas,192.168.1.3,ISP345,5ms,20Mbps,tablet,Qualcomm Snapdragon 665,4GB RAM,non-bot
004,2023-04-01T12:15:00Z,130,320,15,0.40s,1,laptop,10.0.0.4,ISP456,20ms,100Mbps,false,Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36,Chrome/91.0.4472.12

**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=BotsDetect&tags=Classification,+Human/Bit+Detection,+Mouse+Movements,+Keystrokes
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
