Best Laptops for Data Analysis of 2026

Mike Davis Avatar
Mike Davis
Last Updated: Jan 21, 2026

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Laptops for data analysis are essential for professionals in various fields such as finance, healthcare, and engineering. These laptops are equipped with powerful processors, high-speed RAM, and dedicated graphics cards to handle complex data analysis tasks. They come with pre-installed software such as R, SAS, and Python, which are widely used in data analysis. Some popular laptops for data analysis include the Dell XPS 13, Lenovo ThinkPad X1 Carbon, and MacBook Pro. These laptops provide portability and flexibility, allowing professionals to work on-the-go and collaborate with their team members easily.

At a Glance: Our Top Picks

Lenovo IdeaPad Gaming 3 15 Laptop Cover #TOP 1
Lenovo IdeaPad Gaming 3 15 Laptop
ftb score rating icon 9.8
Acer Aspire 5 A515-56-36UT, 15.6" Full HD Display Cover #TOP 2
Acer Aspire 5 A515-56-36UT, 15.6" Full HD Display
ftb score rating icon 9.7
HP 15.6" FHD Touchscreen Laptop i5-1334U 32GB 1TB SSD Cover #TOP 3
HP 15.6" FHD Touchscreen Laptop i5-1334U 32GB 1TB SSD
ftb score rating icon 9.5

Top 10 Laptops for Data Analysis

#TOP 1

Lenovo IdeaPad Gaming 3 15 Laptop

82K20015US
Shadow Black
15.6
Lenovo IdeaPad Gaming 3 15 Laptop Cover
Lenovo IdeaPad Gaming 3 15 Laptop, 15.6" FHD Display, AMD Ryzen 5 5600H, NVIDIA GeForce GTX 1650, 8GB RAM, 256GB Storage, Windows 10H

The Lenovo IdeaPad Gaming 3 15 Laptop is a great laptop for gaming and other tasks. It is powered by the revolutionary AMD Ryzen 5000 H-Series mobile processor, and has a 15.6" FHD (1920 x 1080) IPS display with NVIDIA GeForce GTX 1650 GPU. It also has 8GB 3200 MHz DDR4 RAM memory and 256GB M.2 PCIe SSD storage, and has a 720p HD webcam and microphone array with privacy shutter. It has a spacious gaming keyboard with white backlight and 2 x 2W speakers with Nahimic Audio for Gamers. It is a great laptop for the price, however, the battery life is not great and the camera has been known to not work for no reason.

What We Like
120Hz display
Upgradeable RAM and storage
Backlit keyboard
Good gaming performance
Lightweight and portable
#TOP 2

Acer Aspire 5 A515-56-36UT, 15.6" Full HD Display

A515-56-36UT
Silver
15.6-inch
Acer Aspire 5 A515-56-36UT, 15.6" Full HD Display Cover
Acer Aspire 5 A515-56-36UT, 15.6" Full HD Display, 11th Gen Intel Core i3-1115G4 Processor, 4GB DDR4, 128GB NVMe SSD, WiFi 6, Windows 11 Home (S Mode)

The Acer Aspire 5 A515-56-36UT is a great laptop for anyone looking for a powerful, visually stunning, and ergonomically designed laptop. It comes with an 11th Generation Intel Core i3-1115G4 processor, 4GB DDR4 on-board memory, 128GB NVMe solid-state drive storage, and Windows 11 Home (S Mode). It also has a 15.6" Full HD display with 82.58% screen-to-body, 16:9 aspect ratio and narrow bezels, as well as a variety of ports for all your accessories. It is a great laptop for productivity, creating, and gaming experiences, and is also equipped with Acer's Purified.Voice technology for improved sound quality. However, it does have some drawbacks, such as the embedded battery and the inability to boot from a second HDD or USB stick.

What We Like
11th Generation Intel Core i3-1115G4 processor
15.6" Full HD display with 82.58% screen-to-body, 16:9 aspect ratio and narrow bezels
Ergonomically-designed hinge lifts the keyboard for comfortable typing
4GB DDR4 on-board memory and 128GB NVMe solid-state drive storage
Acer's Purified.Voice technology for improved sound quality
Windows 11 Home (S Mode) with advanced security features
Variety of ports for all your accessories

HP 15.6" FHD Touchscreen Laptop i5-1334U 32GB 1TB SSD

HP
Natural Silver
32GB RAM | 1TB SSD
HP 15.6" FHD Touchscreen Laptop i5-1334U 32GB 1TB SSD Cover
HP 15.6" FHD Touchscreen Laptop, Intel Core i5-1334U(Up to 4.6GHz) 32GB RAM 1TB SSD, Windows 11 Pro WiFi6 Windows AI Microsoft Copilot w/GM Accessory for Business and College Students

The HP 15.6" Touchscreen Laptop offers a fast Intel Core i5 processor that can handle multiple tasks smoothly, making it great for work, school, or online meetings. With Windows 11 Pro, you get enhanced security and tools that help you stay organized and productive. The large 15.6-inch full HD touchscreen reduces glare and lets you interact with your laptop easily, whether you’re taking notes or giving presentations. Plus, the 32GB of RAM ensures you can run several apps at once without slowing down, so you can focus on your projects without interruptions.

What We Like
Powerful Intel Core i5 CPU
Windows 11 Pro security
15.6" FHD touchscreen
32GB RAM for multitasking
#TOP 4

HP ProBook 640 G8 Laptop

HP
HP 640G8
HP ProBook 640 G8 Laptop Cover
HP Probook 640 G8 Laptop Win 11 | 14in FHD (1920×1080) Laptop Computer | Intel 11th Gen Core i5-1135G7 | 16GB RAM, 512GB SSD, HDMI (Renewed) Probook Laptop

The HP ProBook 640 G8 offers solid performance with its Intel 11th Gen Core i5 processor, making multitasking smooth whether you're working on business apps or light video editing. With 16GB of fast DDR4 RAM, you can easily switch between emails, documents, and multiple browser tabs without slowing down. Its 512GB SSD storage lets your laptop start up quickly and access files in a flash, saving you time. The 14-inch Full HD display provides clear and sharp visuals, making it comfortable for reading, watching videos, or working on detailed graphics. Overall, the HP ProBook 640 G8 is built to keep up with your daily tasks efficiently.

What We Like
Powerful Intel i5 processor
16GB high-speed RAM
Fast 512GB SSD storage
Clear 14-inch Full HD screen
#TOP 5

MALLRACE Ryzen 7 16GB Laptop

Gray-16
16+512
MALLRACE Ryzen 7 16GB Laptop Cover
2026 Gaming Laptop with AMD Ryzen7 7730U Processor(Up to 4.5GHz,8C/16T),16GB DDR4 RAM 512GB SSD, AMD Radeon Graphics,WiFi 6,15.6 inch IPS Display,Webcam, Windows 11 Laptop Computer for Video Editing

The MALLRACE Ryzen 7 Laptop is powered by an 8-core AMD Ryzen 7 7730U processor, which helps you handle multiple office tasks smoothly, from data analysis to video calls. With AMD Radeon Graphics, you can also enjoy clear visuals for graphic design and video editing projects. It comes with 16GB of RAM, expandable up to 64GB, and a fast 512GB SSD with room for more storage, so you can keep all your files and projects without worrying about space. Plus, its variety of ports lets you easily connect your devices and displays, making your work setup more convenient and efficient.

What We Like
Powerful AMD Ryzen 7 CPU
Expandable 16GB RAM
Fast 512GB SSD storage
Multiple versatile ports
#TOP 6

ASUS Vivobook 14 Inch i3-1315U Laptop

ASUS Laptop
Quiet Blue
ASUS Vivobook 14 Inch i3-1315U Laptop Cover
ASUS Vivobook 14 Inch Business Laptop, 16GB RAM 256GB SSD Intel 6-Core i3-1315U(Beats i5-1135G7), School Laptop for College Student with Copilot AI NumberPad Private Webcam Win 11 W/Accessories

The ASUS Vivobook 14 Laptop is designed to offer smooth and reliable performance for both work and study. Powered by a 10-core Intel Core i3 processor, it handles tasks like online classes, data analysis, and light video editing with ease, keeping you productive throughout the day. With 16GB of RAM and a 256GB SSD, you get fast responses and plenty of space for your files, plus an extra 128GB SD card for more storage on the go. Its vibrant 14-inch Full HD display with a lay-flat hinge makes sharing projects or watching movies comfortable from any angle. Plus, the laptop’s light design and up to 8 hours of battery life help you stay productive wherever you are, with AI tools built into Windows 11 to assist your creativity and efficiency.

What We Like
Powerful 10-core Intel processor
16GB RAM and fast 256GB SSD
Vibrant 14" Full HD display
Long battery life up to 8 hours
Integrated AI productivity tools
#TOP 7

HP Flagship 17 Touchscreen Laptop

HP
HP 17 Touchscreen Laptop
Silver
16GB RAM + 1TB SSD
HP Flagship 17 Touchscreen Laptop Cover
HP Flagship 17 Touchscreen Laptop Computer - 17.3" Anti-Glare HD+ Display, Windows 11 Pro, Copilot, AMD Ryzen 5 7430U (up to 4.3GHz), Wi-Fi 6, Fast Charge | 16GB RAM + 1TB SSD

The HP 17 Touchscreen Laptop offers a large 17.3-inch display with anti-glare technology, making it easy to work or watch videos comfortably even in bright settings. Powered by a Ryzen 5 processor with six cores, it handles multitasking smoothly, whether you’re studying, working, or joining video calls. With 16GB of RAM and a fast 1TB SSD, you get quick startup times and plenty of space for your files and apps. Plus, its long-lasting battery can keep up with your busy day, and when you need a boost, the fast charging feature gets you back to 50% battery in just 45 minutes.

What We Like
Large anti-glare touchscreen
Powerful Ryzen 5 processor
16GB RAM with 1TB SSD
Long battery life
Fast charging support
#TOP 8

MALLRACE 18.5" Laptop Intel N150 16GB RAM 512GB SSD

intel N150
Silver
16+512
MALLRACE 18.5" Laptop Intel N150 16GB RAM 512GB SSD Cover
18.5 Inch Laptop with 8000 mAh Battery,Intel N150 Quad-Core Processor UP to 3.6GHZ,16GB DDR4 RAM 512GB SSD,WiFi 5,Full HD IPS Display,WIFI,2025 Windows 11 Laptops Computer for Business Office Student

The MALLRACE 18.5" Laptop offers a powerful Intel N150 processor paired with 16GB of RAM and a 512GB SSD, making multitasking smooth and efficient for work or study. Its large 8000mAh battery adjusts power use smartly, so you can work or enjoy entertainment all day without worrying about charging. The 18.5-inch Full HD IPS display provides clear and sharp visuals, perfect for detailed tasks like editing reports or watching videos. Plus, with a reliable wired network connection, you’ll experience stable internet without interruptions, ideal for remote work or online meetings.

What We Like
Powerful Intel N150 CPU
Large 8000mAh battery
Full HD 18.5-inch IPS display
Stable wired network connection
#TOP 9

HP ZBook Firefly 14 G8 Laptop

HP
Windows 11 Pro HP Workstation PC
HP ZBook Firefly 14 G8 Laptop Cover
HP ZBook Firefly 14 G8 14" FHD Laptop, Windows 11 Pro Workstation PC, Intel Core i5-1135G7, 16GB RAM, 256GB SSD, Type-C, HDMI (Renewed) Mobile i5 Computer

The HP ZBook Firefly Laptop offers powerful performance with its Intel Core i5 processor and 16GB of RAM, making it ideal for handling heavy tasks like data analysis and multitasking with many browser tabs. Its fast 256GB SSD ensures quick startups and smooth access to files and apps, helping you stay efficient throughout your workday. You’ll appreciate the variety of connection options, including USB-C, USB-A, HDMI, and audio ports, which make it easy to link to monitors and other devices. Plus, it comes pre-installed with Windows 11 Pro and advanced security features, giving you peace of mind whether you're working in the office or remotely.

What We Like
Powerful Intel Core i5 CPU
Large 16GB RAM
Fast 256GB SSD storage
Multiple modern ports
Preloaded Windows 11 Pro security
#TOP 10

MALLRACE Laptop 18.5" Intel N150 16GB RAM 512GB SSD

AX18
Gray
N150-18.5IN
MALLRACE Laptop 18.5" Intel N150 16GB RAM 512GB SSD Cover
Laptop 18.5 Inch with 8000 mAh Battery,Intel N150 Quad-Core Processor UP to 3.6GHZ,16GB DDR4 RAM 512GB SSD,WiFi 5,Full HD IPS Display,WIFI,2026 Windows 11 Laptops Computer for Business Office Student

The MALLRACE 18.5" Laptop is designed to handle your multitasking needs with its Intel N150 processor and 16GB of DDR4 RAM. Whether you're juggling multiple browser tabs, working on spreadsheets, or switching between documents, it keeps things running smoothly. Its large 8000mAh battery lets you work throughout the day without worrying about charging, adjusting power use based on your tasks to save energy. The 18.5-inch Full HD IPS display offers clear, sharp visuals that reduce eye strain, perfect for both work and entertainment. Plus, with a reliable wired network connection, you enjoy stable internet without interruptions during important calls and downloads.

What We Like
Powerful Intel N150 CPU
Large 8000mAh battery
18.5" Full HD IPS display
Stable wired network connection
Buying Guide Image

Finding the Best Laptops for Data Analysis for You

Introduction

Data analysis is an important task that requires specialized tools and hardware to perform effectively. Choosing the right laptop for data analysis can be a daunting task, especially with the wide variety of options available on the market. In this article, we will discuss some important factors to consider when choosing a laptop for data analysis.

Processor

One of the most important components of a laptop for data analysis is the processor. The processor is responsible for executing instructions and performing calculations, so a faster processor can lead to faster and more efficient data analysis. Some common processor options for data analysis include Intel Core i5 and i7, as well as AMD Ryzen 5 and 7.

Memory (RAM)

In addition to a fast processor, a laptop for data analysis should also have plenty of memory (RAM). Memory is used to store data and instructions that the processor uses, so having more memory can help improve the performance of data analysis tasks. A minimum of 8GB of RAM is recommended for data analysis, although 16GB or more is ideal for more demanding tasks.

Storage

Another important factor to consider when choosing a laptop for data analysis is the amount and type of storage. Data analysis often involves working with large datasets, so having a large amount of storage is important. Solid-state drives (SSDs) are typically faster and more reliable than traditional hard drives, so they are a good option for data analysis.

Graphics

Data analysis often involves visualizing data, so having a laptop with a dedicated graphics card can be helpful. A dedicated graphics card can improve the performance of tasks such as data visualization and machine learning.

Display

A good display is also important for data analysis, as it allows you to view and analyze data more easily. Look for a laptop with a high-resolution display and good color accuracy, as well as a large screen size for a more immersive experience.

Portability

Depending on your needs, portability may also be an important factor to consider when choosing a laptop for data analysis. If you need to take your laptop with you on the go, look for a laptop that is lightweight and has a long battery life.

Budget

Lastly, be sure to consider your budget when choosing a laptop for data analysis. Data analysis laptops can range in price from a few hundred dollars to several thousand dollars, so it's important to choose a laptop that fits your needs and budget.

Conclusion

In conclusion, choosing the right laptop for data analysis involves considering several important factors, including the processor, memory, storage, graphics, display, portability, and budget. By carefully considering these factors, you can find a laptop that is well-suited for your data analysis needs.

Frequently Asked Questions (FAQs)

1. Do I need a laptop for data analysis?

While it's possible to work on data analysis projects without a laptop, having one provides convenience and flexibility. Public computers can be used to access data analysis software, but having your own laptop allows you to work on projects anytime and anywhere.

2. Is a Mac good for data analysis?

Yes, Macs are well-suited for data analysis. Most data science tools work properly under MacOS, and many software companies prioritize making their products compatible with Macs. This makes Mac a preferred choice for many data scientists.

3. How much RAM is good for data analytics?

For data analytics, it is recommended to have at least 8 GB of RAM. However, having more RAM, such as 16-32 GB, is preferable for handling complex and advanced data analysis models. Going beyond 64 GB is often unnecessary unless you work with resource-intensive tasks like 3D modeling.

4. Is Excel enough for data analytics?

Microsoft Excel is a popular tool for data analysis. It offers built-in pivot tables and is widely used for data management, importing, exploring, cleaning, analyzing, and visualizing data. While Excel is a valuable tool, it may have limitations for advanced and complex data analytics tasks.

5. Why do most professionals use Mac?

Mac is favored by many professionals due to its user-friendly interface, lightweight design, and reliable performance. Macs are known for their ease of use and reliability, making them a preferred choice for professionals who want a hassle-free computing experience.

6. Is Python better on Mac or PC?

Both Windows and Mac OS are suitable platforms for learning Python. The choice between the two depends on personal preferences, existing familiarity with the operating systems, and the specific tools and libraries used. Python can be effectively learned and used on both Mac and PC.

Editor's Notes

During our laptop for data analysis research, we found 26 laptop for data analysis products and shortlisted 10 quality products. We collected and analyzed 18,989 customer reviews through our big data system to write the laptops for data analysis list. We found that most customers choose laptops for data analysis with an average price of $471.89.

The laptops for data analysis are available for purchase. We have researched hundreds of brands and picked the top brands of laptops for data analysis, including Lenovo, acer, HP, MALLRACE, ASUS. The seller of top 1 product has received honest feedback from 12 consumers with an average rating of 4.6.

Written by
Mike Davis Avatar

Mike Davis is a professionally trained electrician with six years of working experience in the electronics industry. He has written an array of web and mobile-based articles for e-magazines and blogs. He loves trying out some novel and popular gadgets and his expertise is in the areas of electronics and computers which is built over many years of working and personal experiences.