Prophet Reviews & Product Details

I really like how Prophet makes it easy to create accurate and predictive models. The interface is user-friendly, and the tool provides a lot of flexibility to customizing my models. It's also great that it supports multiple data sources and can handle large datasets efficiently. The visualizations are clear and helpful for presenting the results. Review collected by and hosted on G2.com.

One thing I don't like is that the initial learning curve is quite dificult. It takes some time to get familiar with all the features and capabilities. Also, the documentation could be more detailed to allow follow in a better way. Sometimes it's hard to find answers to specific questions when I talked with support . Review collected by and hosted on G2.com.

Prophet help me with advanced data filtering and detailed social reporting. This make it easy to get deep insights and useful data. Review collected by and hosted on G2.com.

Sometimes, I got the feeling the th analysis is not very accurate. Also, it can lag a bit when I am processing a lot of data. The user interface is nice and soft but could use a more modern design. Integrate third-party tools can be tricky and might need extra help in my opinion. Review collected by and hosted on G2.com.

Prophet, developed by Facebook, is highly valued for its ease of use, making it accessible to both beginners and experts. It excels in handling multiple seasonality components, missing data, and outliers. Customizability allows users to incorporate specific events and holidays, enhancing forecasting accuracy. Its automatic trend detection captures complex patterns without manual intervention. Prophet is fast, scalable, and integrates well with popular tools like Python and R. Comprehensive documentation and an active community support its effective use, making it a robust and versatile tool for diverse time series forecasting applications. Review collected by and hosted on G2.com.

While Prophet is user-friendly and powerful, it has some limitations. Its simplicity means it lacks advanced features found in other models like ARIMA or deep learning approaches. The default additive seasonality may not fit all datasets, requiring extra customization. It struggles with very short time series, leading to less accurate forecasts. For large datasets, Prophet can be resource-intensive, demanding significant memory and processing power. There's also a risk of overfitting with extensive customization. Additionally, Prophet primarily supports univariate forecasting, making it less suitable for multivariate time series without cumbersome adjustments. Review collected by and hosted on G2.com.

A forecasting framework that is easy to understand and implement. It is available in Python and R, which makes it flexible. It also generates accurate results on time-series data. Review collected by and hosted on G2.com.

Difficult to implement multi-variate forecasting within prophet. Review collected by and hosted on G2.com.

Easy to integrate with our website and database. Customer Support is fast and reliable. Customisable features were a huge plus. Review collected by and hosted on G2.com.

Nothing major, the price can be reduced for the monthly subscription. Review collected by and hosted on G2.com.

I appreciate Prophet's ability to handle missing data and outliers, making time series forecasting more robust and reliable. Its intuitive interface also simplifies the modeling process. Review collected by and hosted on G2.com.

One limitation of Prophet is its relatively rigid seasonality assumptions, which can sometimes limit flexibility in more complex time series data. Review collected by and hosted on G2.com.

It provides accurate and realistic Sales and Revenue forecast Review collected by and hosted on G2.com.

Prophet still does not have a mechanism to assess the real time events which are given Review collected by and hosted on G2.com.

Integration with R and R Studio to be able to make forecasts with the data and the projects you are already working on. Review collected by and hosted on G2.com.

I found the parameterization complex at the beginning to achieve better results. Review collected by and hosted on G2.com.

What I like about Prophet is the segmentation & targeting. It's easy for me to analyze. Review collected by and hosted on G2.com.

Maybe the dashboard, like the color and interface. Review collected by and hosted on G2.com.

Integration with DCS and simplicity of code. Review collected by and hosted on G2.com.

Sometimes, runs are unsuccessful due to bugs, which are resolved after a quick restart, or a re-run. Review collected by and hosted on G2.com.