[
Orange Reviews
](https://www.g2.com/products/orange/reviews)

[
Orange Reviews
](https://www.g2.com/products/orange/reviews)

# Orange Features

##### 
## Administration (3)

Quality Control

Data quality consists of deduplication, cleansing, and appending your marketing database.

Data Sampling

Allows users to select samples of data for defined procedures.

Collaboration

Share data across your organization.

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##### 
## Capabilities (4)

Data Visualization

Communicate complex information clearly and effectively through advanced graphical techniques.

Survival Analysis

Supports evaluation of durations, events, and reliability in relation to statistical analysis

Risk Data Attributes

Identify risk data attributes such as description, category, owner, or hierarchy.

Cost Analysis

Tools to analyze financial data in order to gain usable insights.

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##### 
## Methodology (3)

ANOVA Support

Supports analysis of variance (ANOVA) to determine observed variance.

Regression

Supports various regression methods such as ordinary least squares (OLS), weighted least squares (WLS), or generalized linear model (GLM).

Time Series Analysis

Supports the analysis of time series data for predictive analytics and exploratory analysis.

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##### 
## Generative AI (2)

AI Text Generation

Allows users to generate text based on a text prompt.

AI Text Summarization

Condenses long documents or text into a brief summary.

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## Top-Rated Alternatives

[

 ![KNIME](https://images.g2crowd.com/uploads/product/hd_favicon/8a540cdf83a0e7e7937efe634c6ab64f/knime-analytics-platform.svg "KNIME")

KNIME

4.5/5(103)

](https://www.g2.com/products/knime-analytics-platform/reviews)

[

 ![IBM SPSS Statistics](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_24bb2b0b5af8e7d875ea09d767bcb097/ibm-spss-statistics.jpg "IBM SPSS Statistics")

IBM SPSS Statistics

4.2/5(928)

](https://www.g2.com/products/ibm-spss-statistics/reviews)

[

 ![Posit Team](https://images.g2crowd.com/uploads/product/hd_favicon/ca6ffefb15801ddbeaf9a3c6c95e53c8/posit-team.svg "Posit Team")

Posit Team

4.5/5(574)

](https://www.g2.com/products/posit-team/reviews)

[
View All Alternatives
](https://www.g2.com/products/orange/competitors/alternatives)

Orange Comparisons

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_83b477c5410ec57c362a8a3b32c9c1ea/knime-analytics-platform.png "Product Avatar Image")

KNIME

4.5/5(103)

[
Compare Now
](https://www.g2.com/compare/knime-analytics-platform-vs-orange)

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_ee17796061589e2a79a55be43c8f67cc/rapidminer-studio.png "Product Avatar Image")

Altair AI Studio

4.6/5(520)

[
Compare Now
](https://www.g2.com/compare/rapidminer-studio-vs-orange)

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b8b49f2b6f9cd484b0efa52a4abd8269/microsoft-microsoft-power-bi.png "Product Avatar Image")

Microsoft Power BI

4.5/5(1,651)

[
Compare Now
](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-orange)

##### Categories on G2

[
Statistical Analysis
](https://www.g2.com/categories/statistical-analysis)

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Best software for compliance-focused container security
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Which salary benchmarking tools are trusted by HR professionals and compensation managers for making pay decisions they can actually defend to leadership?
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Which purchasing platforms are rated highest for 51 to 200 employee companies looking to optimize procurement workflows at scale?
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Best platforms for tracking cost allocation by department
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Pros and Cons Details
](https://www.g2.com/products/orange/reviews?qs=pros-and-cons)