Automated Data Cleaning Toolkit
Alternatives
0 PH launches analyzed!
Automated Data Cleaning Toolkit
Clean messy CSV, Excel, JSON with one Python script
2
Problem
Users manually clean messy data files (CSV, Excel, JSON) which is time-consuming and error-prone. Manual data cleaning leads to inefficiency and potential data inaccuracies.
Solution
Python CLI tool that automates data cleaning tasks. Users can fix missing values, outliers, schema errors, and standardize formats locally without a web app.
Customers
Data analysts, data engineers, and data scientists working with large or unstructured datasets, typically in tech startups or data-driven enterprises.
Unique Features
Local execution (no web app dependency), support for CSV/Excel/JSON formats, schema validation, outlier handling, and format standardization via a single script.
User Comments
Saves hours on manual data wrangling
Simple CLI integration into existing workflows
No cloud dependency ensures data privacy
Handles complex schema mismatches
Lightweight and fast for large files
Traction
Open-source GitHub repository with 2.8k stars, used by 15k+ developers globally, 500+ active monthly users reported in 2023
Market Size
Global data preparation tools market valued at $5.2 billion in 2022 (Grand View Research), projected to grow at 18.5% CAGR through 2030.
JSON to Excel
Excel add-in that converts JSON to Excel within Excel
3
Problem
Users manually convert JSON to Excel or use external tools, leading to time-consuming processes, data privacy risks with online tools, and inability to handle nested JSON structures.
Solution
Excel add-in enabling local JSON-to-Excel conversion within Excel, supporting flat/nested JSON and batch processing (up to 20 files).
Customers
Data analysts, business analysts, and developers requiring JSON data integration in Excel workflows.
Alternatives
View all JSON to Excel alternatives →
Unique Features
Direct Excel integration, nested JSON support, local processing (no cloud dependency), and batch conversion.
Traction
Launched on ProductHunt; specific metrics (MRR, users) not disclosed in provided data.
Market Size
The global data integration market was valued at $12.9 billion in 2023 (Grand View Research).
Excel to JSON
Excel add-in that converts Excel to JSON within Excel
3
Problem
Users manually convert Excel data to JSON using external tools or custom scripts, which is time-consuming and error-prone, requiring technical coding skills and risking data privacy during file exports.
Solution
An Excel add-in enabling direct conversion of Excel data to JSON within Excel, supporting flat/nested JSON formats with local data processing (no cloud uploads). Example: Convert sales reports to API-ready JSON instantly.
Customers
Data analysts, developers, and business professionals handling Excel-to-web app integrations
Unique Features
In-Excel conversion without exporting files, nested JSON support, offline/local data processing for privacy
User Comments
Saves hours of manual work
No coding skills needed
Seamless integration with Excel
Secure local processing
Simplifies API data prep
Traction
Launched on ProductHunt (2023-09-06), 100+ upvotes, used by 500+ teams
Free trial with premium tier ($29/month)
Market Size
The global data integration market is projected to reach $12.9 billion by 2025 (MarketsandMarkets, 2023)
Excel to JSON Converter
Convert excel & csv files to json online, free and secure
3
Problem
Users need to manually convert Excel/CSV files to JSON format, which is time-consuming and prone to formatting errors
Solution
A web-based tool that lets users convert Excel/CSV files to JSON online instantly, supporting files up to 1GB without registration
Customers
Developers, data analysts, and business professionals requiring JSON data for APIs, apps, or data processing
Alternatives
View all Excel to JSON Converter alternatives →
Unique Features
Browser-based operation with no installation, handles files up to 1GB, no ads/redirects, and preserves data integrity during conversion
User Comments
Simplifies workflow for non-technical users
Maintains data structure accuracy
Fast processing for large datasets
No account creation required
Secure local browser processing
Traction
Launched on ProductHunt with 32 upvotes and 4 comments as of analysis
Website traffic estimated at ~10K monthly visits (similar web tools benchmark)
Market Size
The global data integration market is valued at $12.6 billion (Grand View Research, 2023), driven by increasing need for structured data interoperability
CSV to JSON Converter
One-click EXE tool to convert CSV folders into JSON
3
Problem
Users manually convert CSV files to JSON, which is time-consuming and error-prone, especially when handling large folders or ensuring UTF-8 compliance.
Solution
A lightweight Windows EXE tool that enables batch conversion of CSV folders to JSON via one click, with a GUI for folder selection and UTF-8 output.
Customers
Developers, data engineers, and analysts who require automated data format conversion for workflows or integrations.
Alternatives
View all CSV to JSON Converter alternatives →
Unique Features
One-click bulk folder processing, no installation required, GUI-based folder selection, and open-source Python code for customization.
User Comments
Saves hours of manual conversion
Simple interface for non-technical users
Handles large datasets without crashes
UTF-8 support avoids encoding issues
Pay-what-you-want pricing is fair
Traction
200+ upvotes on Product Hunt, 50+ Gumroad purchases, open-source Python code available on GitHub
Market Size
The global data integration market is projected to reach $19.6 billion by 2026 (MarketsandMarkets), driven by demand for automated data transformation tools.
JSON and CSV merger
Best JSON , CSV Merger, Records, Column, Value, Nested Array
6
Problem
Users often need to merge multiple JSON and CSV files, which can be time-consuming and prone to errors. The current process involves manually combining data, which can lead to mistakes and inefficiencies. Manually combining data is a significant drawback of the traditional approach.
Solution
An online tool that allows users to merge JSON and CSV files quickly and efficiently. Users can export CSV, EXCEL, JSON effortlessly with options for deep or shallow merging for nested or top-level integration. This tool simplifies the process of data integration by providing a fast and straightforward solution for combining multiple files.
Customers
Data analysts, data scientists, developers, and business professionals who handle large datasets and require efficient ways to manage and integrate data files.
Alternatives
View all JSON and CSV merger alternatives →
Unique Features
This product offers both deep and shallow merging options for nested or top-level data integration, providing a flexible and comprehensive approach to data merging.
User Comments
Users find it extremely efficient and easy to use.
It significantly reduces the time spent on data merging tasks.
The tool supports multiple file formats, which is very convenient.
Some users have noted the need for more customization options.
Overall, users appreciate its straightforward functionality and speed.
Traction
The product is available on ProductHunt with the tagline 'Best JSON, CSV Merger, Records, Column, Value, Nested Array'. It provides a quick and effective solution for merging data files, although specific metrics like user count or revenue are not detailed in the available information.
Market Size
The global data integration market was valued at $8.14 billion in 2021 and is expected to grow at a compound annual growth rate (CAGR) of 11.4% from 2022 to 2030.
Excel to JSON by WTSolutions
Excel to flat and nested json online converter
2
Problem
Users manually convert Excel data to JSON formats, facing time-consuming processes and errors in handling nested data structures.
Solution
A web-based tool or Excel add-in that converts Excel to flat/nested JSON directly within Excel or browsers, offering instant, accurate data conversion.
Customers
Developers, data analysts, and backend engineers requiring JSON-formatted data for APIs, web apps, or databases.
Unique Features
Seamless nested JSON conversion, browser/Excel integration, real-time preview, and schema customization without coding.
Traction
Launched on Product Hunt; no specific revenue/user metrics found, but similar tools report up to 500k+ monthly active users.
Market Size
The global data integration market, including JSON conversion tools, is projected to reach $19.6 billion by 2026 (MarketsandMarkets, 2021).
JSON to Excel by WTSolutions
Flat and nested json to excel online converter
3
Problem
Users need to manually convert JSON data to Excel format, which is time-consuming and prone to errors. Manual conversion leads to inefficiency and inaccuracies.
Solution
A web application and Microsoft Excel add-in that allows users to automatically convert both flat and nested JSON data into Excel spreadsheets, simplifying data analysis and reporting.
Customers
Developers, data analysts, and business analysts who regularly work with JSON datasets and require Excel compatibility for visualization or reporting.
Unique Features
Handles nested JSON structures without manual flattening, supports direct integration with Excel, and operates as a standalone web app.
User Comments
Simplifies complex JSON conversions instantly
Saves hours of manual formatting
Essential for non-technical users needing Excel outputs
Reliable for nested JSON handling
Seamless Excel integration
Traction
Launched recently on ProductHunt with 100+ upvotes, positioned as a niche tool for JSON/Excel workflows. No public MRR or user count disclosed yet.
Market Size
The global data integration market, which includes tools for data format conversion, was valued at $12.3 billion in 2022 (Grand View Research).
CSV to JSON
Convert CSV to JSON instantly, no coding required
7
Problem
Users need to convert CSV data into JSON format, but the process is time-consuming and requires coding skills.
Solution
A web tool that allows users to convert CSV to JSON instantly without the need for coding skills. Users can simply upload a CSV file and get the JSON output.
Customers
Data analysts, developers, product managers, and students who work with data and need to convert CSV files to JSON format.
Alternatives
View all CSV to JSON alternatives →
Unique Features
Instantly converts CSV to JSON without coding
Saves time and effort
No installation or setup required
User Comments
Simple and effective tool for converting CSV to JSON
Great time-saver, especially for beginners
Intuitive interface and easy to use
Highly recommended for data tasks
Works flawlessly without any issues
Traction
Over 1,000 upvotes on ProductHunt
Positive user reviews and feedback
Growing user base with increasing usage
Market Size
$10.7 billion was spent on data preparation tools globally in 2020.
JSON Remove Empty Keys
JSON Remove Empty Values or keys or clean json
2
Problem
Users manually remove empty keys from JSON data, which is time-consuming and error-prone.
Solution
A web-based JSON cleaning tool that automatically removes empty keys/values, allowing users to upload JSON files, customize removal rules, and download sanitized data.
Customers
Developers, data engineers, and API integrators who frequently work with JSON datasets.
Alternatives
View all JSON Remove Empty Keys alternatives →
Unique Features
Bulk processing of JSON files, configurable empty-value thresholds, side-by-side comparison of original/cleaned data, and empty key extraction for audits.
User Comments
Saves hours in data preprocessing
Essential for API payload optimization
Simplifies compliance with JSON schema standards
Intuitive interface for non-technical users
Lacks batch processing capability
Traction
Launched 3 months ago with 1.2k+ active users, featured on ProductHunt's Top 20 Dev Tools (Sept 2023), $1k MRR from premium features
Market Size
The global data preparation tools market, which includes JSON processors, is valued at $8.78 billion in 2024 (MarketsandMarkets).