ipgeolocation.io VS Scikit-learn

IPGeolocation.io is a complete IP intelligence platform that helps businesses turn any IPv4 or IPv6 address into accurate location, network, security, and user context data. Its IP Location API provides real-time country, city, state or province, ZIP/postal code, latitude and longitude, timezone, current local time, currency, language, country calling code, ISP, company, network, and domain-related details in developer-friendly JSON and XML formats over HTTPS.

Beyond basic IP geolocation, IPGeolocation.io offers a growing suite of APIs for fraud prevention, cybersecurity, personalization, analytics, compliance, and network intelligence. The platform includes an ASN API for autonomous system, route, organization, peer, upstream, and downstream data; an IP Security API for VPN, proxy, Tor, relay, bot, spam, cloud provider, anonymous traffic, known attacker, and threat score detection; and an Abuse Contact API to retrieve abuse reporting contacts for suspicious IP ranges.

IPGeolocation.io also supports live VPN and proxy detection, helping businesses identify anonymized traffic during signups, logins, payments, live chats, referral programs, and other high-risk user actions. Additional APIs include Timezone API, Astronomy API, User-Agent API, bulk IP lookup, hostname and domain lookup, and downloadable IP intelligence databases for teams that need high-volume enrichment or offline processing.

With free and paid plans, IPGeolocation.io is suitable for developers, SaaS platforms, cybersecurity teams, adtech companies, ecommerce businesses, fintech apps, and enterprises that need reliable IP geolocation, threat intelligence, abuse detection, ASN data, and real-time decisioning from a single platform.

Reviews

These are some of the external sources and on-site user reviews we've used to compare ipgeolocation.io and Scikit-learn

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Scikit-learn Reviews

15 data science tools to consider using in 2021

Scikit-learn is an open source machine learning library for Python that's built on the SciPy and NumPy scientific computing libraries, plus Matplotlib for plotting data. It supports both supervised and unsupervised machine learning and includes numerous algorithms and models, called estimators in scikit-learn parlance. Additionally, it provides functionality for model...

Source: searchbusinessanalytics.techtarget.com

Social recommendations and mentions

Based on our record, Scikit-learn should be more popular than ipgeolocation.io. It has been mentiond 40 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

ipgeolocation.io mentions (15)

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
IP Geolocation — IP Geolocation API - Forever free plan for developers with 30k requests per month (1k/day) limit. - Source: dev.to / over 2 years ago
Any IP info sites with allowed web scraping anyone knows of?
I wouldn't be trying to do this by scraping. Instead, just use an API: https://ipgeolocation.io/. Source: over 3 years ago
geolocation based routing
Https://ipgeolocation.io/ I run my own DNS server, so query processing would not be the problem. Source: over 3 years ago
free-for.dev
IP Geolocation — IP Geolocation API - Forever free plan for developers with 30k requests per month (1k/day) limit. - Source: dev.to / over 3 years ago
I want to create my first real project, unsure how to approach it
Getting a user's location from their IP should be possible with something like this https://ipgeolocation.io/ (free for up to 1000 requests per day which my puny website will never get). Latitude + longitude data from this service could be used to place the location dot accurately on the globe, although I'd have to look more into the math aspect of that before. This will probably be one of the harder parts to... Source: almost 4 years ago

Scikit-learn mentions (40)

Detecting Ingress Tool Transfer (T1105) with Python
Certutil.exe or notepad.exe opening an external connection lands in rare because, fleet-wide, those processes almost never egress. Tune the <= 3 threshold to your environment size. For a more principled version, score each (process, destination) pair by frequency and treat the long tail as the hunt queue, which is the same idea behind scikit-learn's rarity-based anomaly methods without the model overhead. - Source: dev.to / about 2 months ago
Best AI Cybersecurity Training for Security Teams: How to Pick
Pre-configured environment. A working VM or container with Jupyter, pandas, scikit-learn, and transformers already installed. Realistic security datasets loaded. GTK Cyber students work in the Centaur VM, a free Apache 2.0 portable lab. If the first hour of training is fighting CUDA installs, the course is not ready. - Source: dev.to / 2 months ago
Where to Get Hands-On AI Training for Cybersecurity Professionals
Pre-configured environment. A good course ships a VM or container with Jupyter, pandas, scikit-learn, PyTorch or transformers, and realistic security datasets loaded. GTK Cyber students work in the Centaur VM, a free Apache 2.0 portable lab. No setup tax. - Source: dev.to / 2 months ago
How Anomaly Detection Actually Works in Security Operations
Isolation-based models: Build random decision trees that split features. Points that are isolated quickly (short average path length across trees) are anomalies. IsolationForest in scikit-learn implements this. Handles high-dimensional feature spaces without assuming a distribution. - Source: dev.to / 3 months ago
Building a Personalized Meal Recommendation System
In practice, you’ll want to use libraries (like scikit-learn or TensorFlow.js for more advanced modeling), but the principle remains: find what similar users enjoy, and use that as a basis for recommendations. - Source: dev.to / 5 months ago

What are some alternatives?

When comparing ipgeolocation.io and Scikit-learn, you can also consider the following products

ipinfo.io - Simple IP address information.

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

ipstack - ipstack is a free, real-time IP address to location JSON API and database service supporting IPv4 and IPv6 lookup.

NumPy - NumPy is the fundamental package for scientific computing with Python

ipapi - Web analytics with IP address lookup and location API

OpenCV - OpenCV is the world's biggest computer vision library

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