Top Headphones Under $100

Here's a scatter plot showing the relationship between price and rating for the best-rated headphones under $100.

From the plot, you can observe how each product's price correlates with its rating. Next, I'll perform an exploratory data analysis to compare various product attributes. Let's dive into that. ​​

The exploratory data analysis provides insights into the distribution of prices and ratings for headphones under $100:

1. Price Distribution:The first plot illustrates the distribution of prices within different ranges. It shows how many headphones fall into each price category, such as '0-30', '30-50', etc.

2. Rating Distribution:The second plot showcases the frequency of different ratings across the headphones. This highlights the most common rating scores among the products.

Next, I'll create a table listing these headphones with their titles, images, attributes, prices, and links for more detailed information. ​​

Here is a table with the top-rated headphones under $100, featuring their key attributes, prices, and links to view them on Amazon:

Image	Title	Features	Price (USD)	Link
	Bluetooth Headphones Wireless Earbuds Over Ear Buds 90H Playback IPX7 Waterproof Sports Earphones Deep Bass with Wireless Charging Case & Dual LED Power Display Earhooks Headset for Workout/Running	90H Playback, IPX7 Waterproof, Bluetooth 5.3, Wireless Charging	$27.99	View on Amazon
	Bluetooth Headphones Wireless Earbuds 120Hrs Playtime Ear Buds IPX7 Waterproof Sports Earphones 2600mAh Wireless Charging Case Headset with Over-Ear Earhooks LED Power Display Mics for Workout CAP0X0	120H Playtime, IPX7 Waterproof, Bluetooth 5.3, 2600mAh Case	$49.99	View on Amazon
	Pointcinco Active Noise Canceling Headphones, Over Ear Headphones with Mic, 60 Hours Play Time On Ear Bluetooth Headphones with Deep Bass, Foldable Headphones with HiFi Audio for Music	Active Noise Canceling, 60H Playtime, Hi-Fi Audio, Foldable Design	$49.99	View on Amazon
	Wireless Earbuds Bluetooth 5.3 Headphones 90 Hrs Playtime Ear buds with Wireless Charging Case Power Display Over-ear Earphones with Earhooks Waterproof Stereo Headset for Android phone Workout CAP0X0	90H Playtime, IPX7 Waterproof, Bluetooth 5.3, Wireless Charging	$28.99	View on Amazon
	TOZO HT2 Hybrid Active Noise Cancelling Headphones, Wireless Over Ear Bluetooth Headphones, 60H Playtime, Hi-Res Audio Custom EQ via App Deep Bass Comfort Fit Ear Cups, for Home Office Travel	Active Noise Cancelling, 60H Playtime, Hi-Res Audio, App Custom EQ	$49.99	View on Amazon
	LEVN Wireless Headphones for TV Watching, TV Headphones Wireless for Seniors with TV Transmitter Charging Base, Hearing-impaired, No Audio Delay Blutooth Headphones, Plug and Play, Gifts for Elderly	TV Watching, 65H Playtime, Low Latency, Comfortable Design	$89.99	View on Amazon

Recommendation

Based on the balance of price, features, and user ratings, I recommend theBluetooth Headphones Wireless Earbuds Over Ear Buds 90H Playback IPX7 Waterproof Sports Earphones. They offer a great combination of high battery life, waterproof design, and wireless charging at a very competitive price.

Would you like to see any other plots or explore other features about these products?