Best Laptop for Data Analysis 2023 | You Should Know

Overplugged - Best laptop for Data Analysis

Getting into data analysis can be exciting, but it often requires a lot of computing power!

Let’s say you’re learning to code your data analysis projects or working in data analysis. It requires an agile laptop capable of handling computationally-intensive algorithms and analysis.

This review overviews the best laptop for data analysis and lists my top picks. In addition, I will provide you with the essential features of each product, its pros, cons, and pricing.

Here are the best laptops for school or work, no matter what you want!

Best Laptop for Data Analysis __ Top Pick List

  1. Apple 2021 MacBook Pro __ Good Battery Time
  2. ROG Strix G17 Gaming Laptop __ Powerful RAM
  3. Lenovo Legion 5 Gen 6 17 Gaming Laptop __ Cooling System
  4. Alienware X14 R1 Laptop __ High Storage
  5. Apple 2022 MacBook Air Laptop __ Sleek Design

Apple 2021 MacBook Pro (Best Laptop for Data Analysis)

The 2021 MacBook Pro is an impressive machine, boasting significant upgrades over its predecessor. With the new Apple-designed M1 Pro or M1 Max chipsets, the MacBook Pro is swift and can easily handle even the most demanding data analysis tasks.

Further, the device chips feature an 8-core CPU, up to 10-core GPU, and up to 32GB of memory combined. It means that you can run multiple resource-intensive applications at the same time without any lag.

Additionally, the M1 Max comes with a whopping 32-core GPU and up to 64GB of unified memory, making it even more potent for data-intensive workloads.

The device also offers a stunning 14-inch or 16-inch HD screen. It provides excellent color accuracy and contrasts for visualizing data. 

In addition, the new display supports Pro Motion technology. As a result, it allows for a smoother and more responsive experience when working with large datasets.

Another great feature of the device for data analysis is the Thunderbolt 4 ports. It provides fast data transfer speeds connecting external storage devices and other peripherals.

Moreover, it supports up to two external displays, essential for multitasking and working on large data sets.

The Apple 2021 MacBook Pro is an excellent choice for data analysts needing a robust and reliable machine to handle their most demanding workloads. 

While it may be pricey, the performance and features of the MacBook Pro make it a worthwhile investment for anyone in the field of data analysis.



  • Fast processor
  • Reliable
  • Good battery time


  • Bit expensive

ROG Strix G17 Gaming Laptop

The ROG Strix G17 Gaming Laptop is a powerful device with a 10th Gen Intel Core i7-10750H processor with six cores and 12 threads, clocked at 2.6GHz with Turbo Boost up to 5.0GHz. 

The device also includes 16GB of DDR4 RAM. If needed, you can upgrade it to 32GB and a 512GB NVMe SSD.

Among the highlights of this laptop is its 17.3-inch FHD IPS-level display with a refresh rate of 144Hz. It is an excellent feature for data analysts working with large datasets and wanting multiple windows open simultaneously. 

In addition, the high refresh rate makes it easier to visualize complex data and makes the user experience more enjoyable.

As well as the GPU, the laptop comes with 8GB of GDDR6 VRAM. This powerful graphics card can handle demanding data analysis tasks like machine learning and deep learning. 

It also provides real-time photonic simulation, which helps visualize complex data and models.

Further, the device has a lit keypad, crucial in dim lighting situations. It also has a fast and reliable Wi-Fi 6 (802.11ax) and Bluetooth 5.1 connectivity, which makes it easy to link to the net and other gadgets.

Overall, the ROG Strix G17 Gaming Laptop is an excellent choice for data analysts who want a robust and reliable device to handle demanding tasks. 

In addition, the high refresh rate, powerful processor and graphics card, and ample RAM and storage make it an excellent option for anyone looking for a top-of-the-line gaming laptop for data analysis.



  • Powerful RAM
  • Backlit keyboard
  • Good performance


  • Weight

Lenovo Legion 5 Gen 6 17 Gaming Laptop

The Lenovo Legion 5 Gen 6 17 Gaming Laptop is a powerful device that can easily handle complex data analysis tasks. 

Firstly, the laptop has an AMD Ryzen 7 5800H processor with eight cores and 16 threads, making it an excellent choice for running multiple data analysis workflows simultaneously. 

It also has a base frequency of 3.2GHz and a boost frequency of up to 4.4GHz. Thus, it can handle data analysis apps that are extremely demanding.

The PC also has an integrated NVIDIA GeForce RTX 3050Ti video card. As a result, it provides excellent performance for machine learning and deep learning tasks.

Furthermore, it comes with a large 17.3-inch high-definition screen. As a result, it offers a great viewing experience when analyzing and visualizing data.

The laptop has 16GB DDR4 RAM. You can upgrade to 32 GB. It also has a 512GB SSD. It offers fast data access speeds and quick boot times. 

The device works on macOS 10 Home, a suitable OS for data analysis tasks.

An outstanding feature of the Lenovo Legion 5 Gen 6 17 Gaming Laptop is its cooling system. It has a Coldfront 3.0 cooling system with a dual-channel thermal mechanism to keep the laptop cool, even during long and intensive data analysis workflows. 

In addition, it ensures that the laptop can perform optimally without the risk of overheating.

An ideal device for data analysts who require a sturdy and durable device. It offers excellent performance, a large display, and a robust cooling system, making it an excellent investment for anyone in data analysis.



  • Fast CPU
  • Robust Cooling system
  • Good performance


  • Bit pricy

Alienware X14 R1 Laptop

The Alienware X14 R1 laptop is a powerful machine well-suited for data analysis workloads. With its impressive system specs and sleek Design, it is the ideal laptop for professionals in the field of data analysis.

Further, the laptop has an Intel Core i7 CPU able to tackle even the most rigorous data analysis tasks. 

It also has 16GB of RAM and a dedicated NVIDIA GeForce GTX 765M graphics card. It ensures the laptop can easily handle complex computations and visualizations.

Moreover, it features a solid-state drive with 512GB of storage. It provides plenty of space for storing large datasets and analytical models. 

It also has a wide range of networking ports, including USB 3.0, HDMI, and Ethernet ports, as well as Wi-Fi and Bluetooth connectivity.

Regarding screen size, Alienware X14 R1 boasts a fourteen-inch full HD screen. It provides excellent clarity and detail for working with complex data visualizations. 

Further, there is a light-up keypad on the laptop. As a result, you can easily work in dim lighting.

Overall, the Alienware X14 R1 is an excellent choice for data analysis professionals needing a powerful and reliable machine. Its robust hardware and sleek design make it an excellent investment for anyone in the field. 

Yet, the only drawback may be higher prices than other laptops. But the high-end specifications and performance make it worth the investment.



  • High storage
  • Stylish look
  • Backlit keyboard


  • Weight

Apple 2022 MacBook Air Laptop

The 2022 MacBook Air from Apple is an exceptional laptop for data analysis. The device has an Apple M2 chip. It offers incredible speed and performance for data analysis tasks. This laptop can handle complex data sets with 8 or 16GB of RAMta sets. 

In addition, the 13.3-inch Retina display is impressive, with a 2560 x 1600 pixels resolution allowing precise and detailed visualizations. Moreover, SSDs come in capacities ranging from 512 GB to 1 TB.

The Design of the MacBook Air is sleek and elegant, with a thin and light aluminum body that makes it easy to carry around. In addition, it only weighs 2.8 pounds, making it one of the thinnest devices you can buy.

Moreover, the keypad is easy to use, and the mouse pad is large and fast, making it easy to access data sets and programs.

The MacBook Air is incredibly user-friendly, with a simple and intuitive operating system allowing easy navigation and customization. It also features Touch ID, which makes logging in and accessing files quick and secure.

Additionally, the laptop features a long battery life, allowing users to browse the web for 15 hours or play videos for 18 hours.

Overall, the 2022 MacBook Air from Apple is an exceptional laptop for data analysis. Its powerful performance, sleek Design, and easy-to-use layout make it the perfect choice for tackling complex data sets and visualizations. 

However, it may be expensive for some users, but the quality and value provided are unmatched.



  • Lightweight
  • Reliable     
  • Sleek Design


  • Bit costly

How to Buy the Best Laptop for Data Analysis | Buying Guide

If you are in the market for a new laptop and plan to use it for data analysis, there are a few key features to look for. First, data analysis can be demanding, requiring much processing power and memory. 

The following buying guide will help you select the right laptop for data analysis.


The processor is the heart of your laptop and plays a critical role. You will need a processor that can handle heavy-duty computing tasks. 

Ensure your laptop has a Core i5 or a Ryzen 5 CPU. These processors will provide you with enough power for most data analysis tasks. 

Further, if you plan to work with large data sets or complex algorithms, consider a laptop with a more powerful processor, such as an Intel Core i7 or AMD Ryzen 7.


RAM is crucial for handling multiple apps and working with large data sets. For data analysis, you will want a laptop with up to 8GB of RAM. 

However, consider a laptop with 16GB or even 32GB of RAM if you work with large data sets or complex algorithms.


Regarding storage, you will want a laptop with a fast Solid State Drive (SSD). It will help with the speed of your laptop and allow you to access your data faster. 

Look for a laptop with at least 256GB of storage, but if you work with large data sets, consider a laptop with 512GB or even 1TB of storage.


While graphics may not be as crucial for data analysis as gaming or graphic Design, you will still want a laptop with a dedicated graphics card. 

In addition, it will help with data visualization and any graphics-intensive tasks. Choose a laptop with a video card supporting NVIDIA GeForce GTX 1650.


The display is essential for data analysis, as you will need to see your data for a laptop with a minimum resolution of 1920×1080 (Full HD). 

Further, consider a laptop with larger screen size, such as 15 inches or above, to make it easier to work with large data sets.

Battery Life

Battery life is essential when working long hours on your laptop. 

Moreover, make sure the laptop has at least an 8-hour battery time. Finally, consider a laptop with fast charging capabilities. In case of a power outage, you can easily recharge your laptop.


Portable laptops are essential if you plan to take them with you when you’re moving. Look for a lightweight and compact laptop weighing around 4 pounds or fewer.


Finally, there is always the price to consider when purchasing a laptop. You can find laptops for data analysis at various prices, from budget to high-end. 

Pick a laptop that suits your budget while still offering the features you need.

Some of the best laptops for data analysis on the market today include

  • Dell XPS 13
  • Pro MacBook
  • Carbon ThinkPad X1 from Lenovo
  • UX425 ZenBook from ASUS
  • HP Spectre x360


  1. Does data analysis require a graphic card?

Data analysis requires graphics cards. It is because it takes a lot of computing power to run algorithms in data analysis. With a graphics card, you can speed up processing. 

On the other hand, high-end gaming needs not require any advanced graphics cards.

2. Do Macbooks work well for data analysis?

Data analysis-wise, Apple Macbooks are good. A MacBook has a high storage space, a fast processor, and a long battery time. However, Microsoft’s Power BI, for instance, does not support all Mac devices natively.


To sum up, choosing a laptop for data analysis, looking for a powerful processor, plenty of RAM, fast storage, dedicated graphics, a clear display, good battery life, and portability is essential. Keep these factors in mind, and you should be able to find the best laptop for data analysis that meets your needs and budget.

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