Popularity

Popularity demonstrates general trends regarding the count of customer reviews of software in the Data Preparation space. While this section doesn't examine user satisfaction, product affordability, competition dynamics, and language support - Yummy will have pages for those subject matters as well.

Overall Popularity

Data Preparation is currently the 348th most popular product category based on our calculations with 48 customer reviews last year. Year over year, Data Preparation's review count dropped by 89 ratings. Data Preparation reached its peak popularity level in 2016 coming in 249th place with 12 ratings. Alternatively, it was at its lowest popularity in 2019 coming in 351st place with 48 reviews. Going back to 2012, the category has amassed 340 total reviews. As the 348th most reviewed category worldwide, Data Preparation is an exceedingly niche category.

The Changing of the Guard

The oldest Data Preparation product in our records is Alteryx given its first known customer review appearing 10 years ago. The most recent Data Preparation product in the market is Trifacta with its earliest tracked review appearing in 2018.

Popularity by Country and Region

The United States uses Data Preparation software products at higher numbers than any other country and has 185 customer reviews. The United States is trailed by India, the United Kingdom, Canada, and France with a collective average of 18 reviews. Over the last year Data Preparation category lost popularity in the United States to become the nation's 350th most reviewed category in the last year. The most heavily used Data Preparation product is Alteryx and currently boasts 207 ratings.

Big and Small

Many buyers of Data Preparation software are large businesses, making up 45% of all customers. They are followed by small businesses (30%), and medium business customers (25%). The influence of Data Preparation products for large businesses is shrinking currently, decreasing to 66% of the prior year's value. Data Preparation software products for medium businesses are experiencing diminishing popularity as well, shrinking 66% of the previous year's value.

What Is Your Favorite Industry?

The top industries for Data Preparation are information technology and services, financial services, computer software, accounting, and management consulting.