Data Automation
In today’s world, everything revolves around data. But raw data is rarely ready to use—it needs to be cleaned, validated, and transformed before it becomes valuable. Unfortunately, this process is often manual, time-consuming, and costly, draining hours from employees and millions from company budgets every year. SubDivide is here to change that. We're a team of five passionate computer science…
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23 endpoints
The in-depth APIMemo review for this API hasn't been published yet —
the data below comes straight from the public marketplace listing.
Data Automation endpoints
| Method | Endpoint | Description |
|---|---|---|
| Data Preprocessing | ||
| POST |
Standardize Columns /api/standarize-columns/ |
This endpoint processes an uploaded CSV file and standardizes column names based on a specified naming convention. |
| POST |
Detect Outliers /api/detect-outliers/ |
This endpoint detects and handles outliers in a dataset based on specified detection and handling methods. |
| POST |
Merge Columns /api/merge-columns/ |
This endpoint allows users to upload a CSV file and merge specified columns into a single column using a given delimiter. |
| POST |
Quality Scoring /api/quality-scoring/ |
Checks the dataset quality in some areas |
| POST |
Missing Values /api/missing-values/ |
This endpoint processes an uploaded file and handles missing values in specified columns based on defined imputation strategies. |
| POST |
Type Standardization /api/type-standardization/ |
This endpoint allows users to upload a CSV file and apply type standardization operations to specified columns. |
| POST |
Text Formating /api/text-formatting/ |
This endpoint allows users to upload a CSV file and apply text formatting operations to specified columns. |
| POST |
Detect Duplicates /api/detect-duplicates/ |
This endpoint allows users to upload a CSV file and detect duplicate rows based on specified criteria. Users can choose how duplicates should be handled. |
| Data Preparation | ||
| POST |
Feature Engineering /api/feature-engineering/ |
This endpoint allows users to upload a file and apply various feature engineering transformations to the data. Users can specify transformations for numeric, datetime,… |
| POST |
Timeseries /api/timer-series/ |
This endpoint allows users to upload a file and perform time series processing on the data. Users can specify datetime handling, resampling, feature extraction, lag creation,… |
| POST |
Binning Endpoint /api/data-binning/ |
This endpoint allows users to upload a CSV file and apply a specified binning method to a numeric column. Supported methods include equal-width, equal-frequency, and custom… |
| POST |
Data Augmentation /api/data-augmentation/ |
This endpoint allows users to upload a file and apply data augmentation techniques to a specified text column. Users can choose from various augmentation methods and specify the… |
| POST |
Encode Categorical /api/encoding/ |
This endpoint allows users to upload a file and apply a specified encoding method to categorical columns. Supported encoding methods include one-hot encoding, label encoding,… |
| POST |
Window Function /api/window-function/ |
This endpoint allows users to upload a file and apply a window function to a specified column. Users can define partitions, ordering, and the type of window function to apply. |
| POST |
Data Balancing /api/data-balancing/ |
This endpoint allows users to upload a file and balance the dataset based on a specified target column. Users can choose from various balancing methods, including oversampling,… |
| POST |
Transform Data /api/data-transformation/ |
This endpoint allows users to upload a file and apply a specified data transformation method to numeric columns. Supported transformation methods include standardization, min-max… |
| POST |
Feature Selection /api/feature-selection/ |
This endpoint allows users to upload a file and apply a specified feature selection method to reduce the number of features based on variance, correlations, or statistical tests. |
| Data Analysis | ||
| POST |
Time Series Analysis /api/time-series-analysis/ |
This endpoint allows users to upload a file containing time series data and perform various analyses, including aggregation, trend tests, decomposition, and optional graph… |
| POST |
Descriptive Statistics /api/descriptive-statistics/ |
This endpoint allows users to upload a file and receive descriptive statistics of the dataset, including numerical and categorical statistics, and optionally generate graphs like… |
| POST |
General Analysis /api/general-analysis/ |
This endpoint allows users to upload a file and receive a comprehensive analysis of the dataset, covering data structure, quality, statistical analysis, correlations, and… |
| POST |
Correlation Relationship /api/correlation-relationship/ |
This endpoint allows users to perform correlation analysis on numerical columns of a dataset, and optionally generate cross-tabulations for categorical columns and graphs such as… |
| POST |
Distribution Analysis /api/distribution-analysis/ |
This endpoint performs a distribution analysis on both numerical and categorical columns in the provided dataset, and optionally generates various graphs like histograms, KDE… |
| POST |
NLP Analysis /api/nlp-analysis/ |
This endpoint provides natural language processing (NLP) analysis on the uploaded text data, covering named entity recognition, text similarity, language detection, text… |
Data Automation pricing
| Plan | Price | Rate limit | Quotas |
|---|---|---|---|
| BASIC | Free | — |
|
| PRO | $23 / month | — |
|
| ULTRA | $113 / month | — |
|
| MEGA | $270 / month | — |
|
