Alternatives to dedupe

Compare dedupe alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to dedupe in 2026. Compare features, ratings, user reviews, pricing, and more from dedupe competitors and alternatives in order to make an informed decision for your business.

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    JOpt.TourOptimizer

    JOpt.TourOptimizer

    DNA Evolutions GmbH

    JOpt.TourOptimizer is an adaptable component to solve VRP, CVRP, and VRPTW class problems for any route optimization in logistics or similar fields. JOpt.TourOptimizer gives full access to modern optimization strategies and already includes many useful functions and algorithms to model various tour optimization problems. The JOpt.TourOptimizer library is easily integrated into any product. It can be customized to meet special requirements or adapt to the industries’ specific needs in which your software products are used. JOpt.TourOptimizer – enables you to enhance your product or project by seamlessly integrating DNA’s tour and resource optimization engine. It comes as a Java library or in Docker Container utilizing the Spring Framework and Swagger.
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    Dedupely

    Dedupely

    Dedupely

    Dedupely is a CRM deduplication product that helps companies maintain clean and accurate customer data by identifying and merging duplicate records across contacts, companies, deals, and custom objects in systems like HubSpot, Salesforce, and Pipedrive with real-time scanning and customizable merge rules ensuring you keep the right information. It continuously scans your CRM, automates deduplication, lets you merge duplicates in bulk or individually, and provides advanced matching criteria and filters so you can refine searches based on exact, similar, or fuzzy data criteria. Dedupely integrates seamlessly with your CRM, supports unlimited users and integrations, and works in the background to detect duplicates as they appear while giving you full control over what gets merged. You can define detailed merge rules, view comprehensive duplicate groups at once, and maintain audit logs of changes for transparency.
    Starting Price: Free
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    CleanCRM

    CleanCRM

    ActivePrime

    CleanCRM is a data cleansing tool for your CRM. To dedupe data, you shouldn’t have to work manually. Our tool changes your workflow, deduping in bulk. Do in minutes what would normally takes hours or days to complete. Dedupe data with ease. Not all data cleansing tools are the same. With CleanCRM, you’ll experience a quick and easy way to dedupe. With cleaner, more reliable data, employees will use the CRM more, increasing adoption rates. Watch the video to see how it works. Our data cleansing tool embeds directly into your CRM. You won’t have to log into another system. You can run a deduplication scan in minutes, without the tediousness of importing and exporting data. You can dedupe all records: accounts, contacts, and leads. Then you’ll have a chance to review all results and take action. The process automatically labels duplicate sets for quick review and edits. Get back time and resources with this intelligent tool.
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    Datablist

    Datablist

    Datablist

    Datablist is a modern lead management tool focusing on data cleaning and lead enrichment. With a spreadsheet interface, build custom workflows for lead generation and outbound campaigns. Individuals and teams use Datablist to clean their leads using advanced deduplication algorithms, data normalization tools, and data consolidation processes. Then, bring the power of AI for data segmentation or to write personalized messages that bring personalization at scale. Over 10,000 teams use Datablist to fill the gap between CRMs and Spreadsheets regarding lead data management. 5 reasons to love Datablist: - Datablist is blazing fast! Edit, normalize, consolidate, and enrich data at the speed of a spreadsheet tool. - Datablist has a powerful RestAPI. Connect with your sales stack to pull and sync data across your sales machine. - The best deduplication tool on the market. With advanced dedupe algorithms, match similar leads in your collections before enriching them.
    Starting Price: $12 per month
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    DemandTools

    DemandTools

    Validity

    The #1 global data quality tool thousands of Salesforce administrators trust. Improve overall productivity in managing large data sets. Identify and deduplicate data within any database table. Perform multi-table mass manipulation and standardization of Salesforce objects. Bolster Lead conversion with a robust, customizable toolset. With its feature-rich data quality toolset, you can use DemandTools to cleanse, standardize, compare records, and more. With Validity Connect, you will have access to the EmailConnect module to verify email addresses on Contacts and Leads in bulk. Manage all aspects of your data in bulk with repeatable processes instead of record by record or need by need. Dedupe, standardize, and assign records automatically as they come in from spreadsheets, end user entry, and integrations. Get clean data to improve the performance of sales, marketing, and support, as well as the revenue and retention they generate.
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    SpreadJS

    SpreadJS

    GrapeCity

    Deliver true Excel-like spreadsheet experiences, fast - with zero dependencies on Excel. Create financial apps, dashboards, charts, pivot tables, performance benchmarks, science lab notebooks, and other similar JavaScript spreadsheet applications. JavaScript spreadsheet components are software elements that help developers add Excel-like functionality to web applications. SpreadJS is a suite of JavaScript spreadsheet controls that includes import/export, data inputs, cell customization, and an extensive calculation engine with over 500 functions. With over 25 years of experience in creating award-winning spreadsheets for professional developers, we already know what you want and need. No other spreadsheet vendor can match that. Put our spreadsheet experience to work for you today.
    Starting Price: $1,499 per developer
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    DeDupeD

    DeDupeD

    Inogic

    DeDupeD is a Dynamics 365 data cleansing app that assists users in swiftly identifying and managing duplicate Dynamics 365 CRM data. This application ensures data accuracy and quality by empowering organizations to effortlessly detect, prevent, and merge duplicate records within Dynamics 365. With a clean database, salespeople can save time on redundant activities, such as repeatedly reaching out to the same customer due to duplicated contact records. There is no need to manually sift through the CRM database to identify duplicate Dynamics 365 CRM records.
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    StarDQ

    StarDQ

    Starcom Information Technology

    A powerful, real time enterprise solution for Cleansing, De-duping, and enriching the data. By integrating StarDQ Data Validation Solution, organizations can cleanse, match and unify data across multiple data sources and data domains, to create a strategic, trustworthy, valuable asset that enhances decision making power, reduce expenses and ensure seamless customer interaction. StarDQ Self-Service Data Quality Empowers business users to quickly prepare data sets with a visual, interactive interface that is designed for ease of use and suggests one-click fixes for inaccurate, incomplete, and duplicate data. Give business users, data stewards, and IT business analysts quick access to a set of easy-to-use data integration, Reusable Cleansing & De-duplication rules to improve the value of data efficiently.
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    Cloudingo

    Cloudingo

    Symphonic Source

    From deduping to importing and even migrating data, Cloudingo makes it super easy to manage your customer data. Salesforce is great for managing customers. But it misses the mark when it comes to data quality. Customer data that doesn’t make sense, duplicate records, reports that are a little… off. Sound familiar? Merging dupes one-by-one, native solutions, custom code, and spreadsheets can only go so far. You shouldn’t have to think twice about the quality of your customer data. Or spend lots of time cleaning and managing Salesforce. You’ve spent too long risking relationships, losing opportunities, and dealing with clutter. It’s time to fix it. Imagine a tool, just one, that turns your dirty, confusing, unreliable Salesforce data into an efficient, lead-nurturing, sales-producing machine.
    Starting Price: $1096 per year
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    Data8

    Data8

    Data8

    ​Data8 offers a comprehensive suite of cloud-based data quality solutions designed to ensure your data is clean, accurate, and up-to-date. Our services encompass data validation, cleansing, migration, and monitoring, tailored to meet specific business needs. Data validation services include real-time verification tools for address autocomplete, postcode lookup, bank account validation, email verification, name and phone validation, and business insights, all aimed at capturing accurate customer data at the point of entry. Data8 helps improve B2B and B2C databases by offering appending and enhancement services, email and phone validation, data suppression for goneaways and deceased individuals, deduplication and merge services, PAF cleansing, and preference services. Data8 is an automated deduplication solution compatible with Microsoft Dynamics 365, designed to dedupe, merge, and standardize multiple records efficiently.
    Starting Price: $0.053 per lookup
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    HybriStor

    HybriStor

    Neverfail

    HybriStor delivers deduplication across sites, replication to multiple sites and WAN optimization between sites. This groundbreaking secondary storage globally dedupes data by rates up to 30:1 - moving backup, archive and recovery data off expensive primary storage and onto high-performance, low-cost secondary storage. Solving your data storage growth problems just got easier, enabling you to meet blazing fast recovery requirements on-premise, across sites, and even into the cloud while reducing storage costs.
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    requests

    requests

    Python Software Foundation

    Requests is a simple, yet elegant, HTTP library. Requests allows you to send HTTP/1.1 requests extremely easily. There’s no need to manually add query strings to your URLs, or to form-encode your PUT & POST data, but nowadays, just use the JSON method! Requests is one of the most downloaded Python packages today, pulling in around 30M downloads/week, according to GitHub, Requests is currently depended upon by 1,000,000+ repositories. You may certainly put your trust in this code. Requests is available on PyPI. Requests is ready for the demands of building robust and reliable HTTP–speaking applications, for the needs of today. Automatic content decompression and decoding. International domains and URLs. Sessions with cookie persistence. Browser-style TLS/SSL verification. Basic & digest authentication, and familiar dict–like cookies. Multi-part file uploads. SOCKS proxy support. Connection timeouts and streaming downloads.
    Starting Price: Free
  • 13
    Duplicate Search and Merge
    Duplicate Search and Merge is a native deduplication application built for Salesforce. It is an easy to use deduplication tool which cleanses the duplicate records using a simple yet powerful 5 step wizard-based approach to search duplicates on standard and custom objects.
    Starting Price: $99
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    Golden Record

    Golden Record

    Golden Record

    Businesses keep a lot of data stored in different systems and applications, across different departments: CRMs, marketing automation platforms, POS systems, electronic product catalogs, event ticket systems, and so much more. Golden Record is data matching software designed to link business data together across any and all of these systems, dedupe and match records, and keep them synced in real time. You can export records from all your systems into spreadsheets and CSV files, chew up a ton of time manually comparing fields, create new corrected CSVs, and import them back into all your systems. You can work with a data expert to analyze your needs and databases and write a custom application that ties it all together. You can purchase and spend months configuring expensive data movement software to connect your existing systems.
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    DataGroomr

    DataGroomr

    DataGroomr

    Deduplicate Salesforce the Easy Way. DataGroomr leverages Machine Learning to detect duplicate Salesforce records automatically. Duplicate records are loaded into a queue for users to compare records side-by-side, select which values to retain, append new values and merge. DataGroomr has everything you need to find, merge and get rid of dupes for good. No need to set up complex rules, DataGroomr's Machine Learning algorithms do the work for you. Conveniently merge duplicate records as-you-go or merge en masse, all directly from within the app. Select field values for master record or use inline editing to define new values as you deduplicate. Don't want to review org-wide duplicates? Define your own dataset by region, industry or any Salesforce field. Leverage the import wizard to deduplicate, merge and append records while importing to Salesforce. Set up automated duplication reports and mass merge tasks at a frequency that fits your schedule.
    Starting Price: $99 per user per year
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    Jspreadsheet

    Jspreadsheet

    Jspreadsheet

    Jspreadsheet is a robust full-stack JavaScript data grid solution that directly integrates the functionality and user-friendly experience of spreadsheet applications like Excel and Google Sheets into your web applications. It offers a smooth, efficient user interface, enabling batch actions, table manipulation, and a host of other features that ensure flawless compatibility between your web application and Excel/Sheets. This familiar environment enhances productivity, simplifies user adoption, and minimizes the need for extensive training. Jspreadsheet is a comprehensive solution designed to meet a variety of application requirements in spreadsheet and data management for web platforms. It optimizes workflow development, streamlines process automation, and facilitates the smooth transition of tasks from Excel to the web. Additionally, Jspreadsheet provides a wide range of extensions to address diverse needs within the data grid and spreadsheet ecosystem, making it a versatile choice.
    Starting Price: $49 per developer
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    Workflow Engine
    Embeddable .NET library for running workflows in .NET applications with integrated HTML5 graphical workflow designer. Designer allows you to easily create interactive workflows of any complexity, there’s no need to draft them programmatically. Workflow Engine is a backbone solution for business process management (BPM) which makes it feasible to automate the workflow design by using low-code visual builders. It is based on the .NET framework and JavaScript libraries. Workflow Engine enables workflow processing and correct integration by providing a graphic designer to create process workflow schemes and at the same time, this software component facilitates the management, execution, and visualization of workflow processes. Integration with solutions based on other technologies or databases is roughly the same and should not entail any difficulties. Workflow Engine offers its users all the components necessary to implement workflows of any complexity.
    Starting Price: $499 one-time payment
  • 18
    Evalo

    Evalo

    Evalo

    Evalo, the software for property valuation business, is robust and meticulously designed to save your time at every step. It is revealed in our mobile and web applications which are used to collect property details from the site by the field engineer and report preparation (maker & checker) in your office by the operator & reviewer/approver. It’s data entry shortcuts and dropdowns to reduce error & rework, dedupe functionality to replicate valuations into various formats to reduce effort, valuation comparables to strengthen your opinion, structured data stored in your server to comply with your client’s NDA, and so much more. Evalo was conceptualized and designed to manage the below functions automatically & more efficiently than the conventional systems. Simplified processes and standardized operations will result in saving time for the team. Opportunity and risk come in pairs. The higher the process controls higher is the ability to scale up the business.
    Starting Price: $267.51 one-time payment
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    Capillary Insights+

    Capillary Insights+

    Capillary Technologies

    Get Actionable Insights with AI-Powered Customer Analytics & Business Intelligence. Consumers expect brands to know them and their preferences. Capillary Insights+ offers you deeper understanding and critical insights into your consumer’s behavior and preferences. With so many interaction channels today, it’s difficult to know where your consumer has been and how they engage with your brand. Gather consumer data from all touchpoints and get a 360° single view of consumers with a Consumer Data Platform. Capture data across channels, cleanse and de-dupe consumer records, and enrich consumer records based on each and every activity. Get a 360° single view of each consumer along with transactional and behavioral activity across channels. Increase conversions with personalized messaging and experiences powered by demographical and behavioral customer segmentation through CDP data.
    Starting Price: $25,000 per year
  • 20
    Spread.NET

    Spread.NET

    GrapeCity

    Explore the possibilities of your .NET enterprise apps with these dependency-free .NET spreadsheet components. .NET spreadsheet components are advanced software components that allow professional developers to add complete Excel-like functionality to their desktop applications. The .NET spreadsheet control includes support for Excel import/export, full cell customization, an extensive calculation engine with over 450 functions and more, all with zero dependencies on Excel. Leverage the extensive .NET spreadsheet API and powerful calculation engine to create analysis, budgeting, dashboard, data collection and management, scientific, and financial applications. Every platform of Spread.NET ensures maximum performance and speed for your enterprise apps, and its modular structure means you only need to add what you use to your .NET spreadsheet apps.
    Starting Price: $1499.00/year/user
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    Sparkroom Marketing Software
    Sparkroom performance marketing technology offers centralized PPL media planning + PPL vendor management, including FPIs, forms, vendor invoicing, call tracking + more. Leads that come through the system face real-time validation, verification, de-duping, data matching, rejection + scoring (if desired) via proprietary solutions and third-party plug-ins. Focus less on logistics and more on strategic decision making by centralizing + simplifying campaign management operations. Acting as the central hub between every integration, Sparkroom stores all campaign data, including delivery, routing + result details, to serve as a transactional-level point of reference.
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    Bokeh

    Bokeh

    Bokeh

    Bokeh makes it simple to create common plots, but also can handle custom or specialized use-cases. Plots, dashboards, and apps can be published in web pages or Jupyter notebooks. Python has an incredible ecosystem of powerful analytics tools: NumPy, Scipy, Pandas, Dask, Scikit-Learn, OpenCV, and more. With a wide array of widgets, plot tools, and UI events that can trigger real Python callbacks, the Bokeh server is the bridge that lets you connect these tools to rich, interactive visualizations in the browser. Microscopium is a project maintained by researchers at Monash University. It allows researchers to discover new gene or drug functions by exploring large image datasets with Bokeh’s interactive tools. Panel is a tool for polished data presentation that utilizes the Bokeh server. It is created and supported by Anaconda. Panel makes it simple to create custom interactive web apps and dashboards by connecting user-defined widgets to plots, images, tables, or text.
    Starting Price: Free
  • 23
    Binary Demand

    Binary Demand

    Binary Demand

    Data is the fuel to any successful sales and marketing strategy. Data deteriorates by 2% every month. The relevance of your data collated via email marketing naturally degrade by about 22.5% every year. The absence of accurate data can make or break a business’s marketing strategy. Therefore, the need of an accurate live database becomes indispensable. Binary Demands’ global contact database can help you overhaul your marketing campaigns and strategies. Your collated data deteriorates over a period of time. Binary Demand provides custom solutions to prevent wastage of your data by making up for its natural degradation. Our customised data solutions include standardisation, de-duping, cleansing, verification etc. This helps in creating a list of probable customers based of criterias such as geography, company size, job titles, industry, etc. Our high accuracy and low cost model makes us the best ROI generating list partner in the marketplace.
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    LiftEngine

    LiftEngine

    LiftEngine

    It's time for liftoff! Grow your business online and offline through improved customer understanding, hyper-targeted campaigns and accurate attribution. Combine all your multichannel transactional data into a single clean and de-duped customer marketing database. Once built, keep it tidy, fill in data gaps, and enhance what you know about your customers with LiftBase. Learn what makes your customers unique. Build predictive data models for prospecting, and segment marketing audiences with our point-and-click platform, PortalLink. Deploy multi-channel campaigns through any number of direct mail, email, or digital marketing platforms. Learn the true impact your marketing efforts have on your bottom line through accurate attribution and daily, weekly, or monthly KPI reporting. Our LiftEngineers work with organizations across many industries, profit and nonprofit, on both digital and direct marketing campaigns.
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    NumPy

    NumPy

    NumPy

    Fast and versatile, the NumPy vectorization, indexing, and broadcasting concepts are the de-facto standards of array computing today. NumPy offers comprehensive mathematical functions, random number generators, linear algebra routines, Fourier transforms, and more. NumPy supports a wide range of hardware and computing platforms, and plays well with distributed, GPU, and sparse array libraries. The core of NumPy is well-optimized C code. Enjoy the flexibility of Python with the speed of compiled code. NumPy’s high level syntax makes it accessible and productive for programmers from any background or experience level. NumPy brings the computational power of languages like C and Fortran to Python, a language much easier to learn and use. With this power comes simplicity: a solution in NumPy is often clear and elegant.
    Starting Price: Free
  • 26
    Ant Design

    Ant Design

    Ant Design

    This is Ant Design's internal standard for evaluating design quality. Based on the assumption that "everyone is pursuing happiness at work", we have added the two values of "Meaningfulness" and "Growth" on the basis of "Certainty" and "Naturalness" to guide each designer towards better judgment and decision-making. Ant Design React is dedicated to providing a good development experience for programmers. Before starting, it is recommended to learn React and ES2015 first, and correctly install and configure Node.js v8 or above. The official guide also assumes that you have intermediate knowledge about HTML, CSS, and JavaScript, and React. If you are just starting to learn front-end or React, it may not be the best idea to use the UI framework as your first step.
    Starting Price: Free
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    Mako

    Mako

    Mako

    It provides a familiar, non-XML syntax that compiles into Python modules for maximum performance. Mako's syntax and API borrows from the best ideas of many others, including Django and Jinja2 templates, Cheetah, Myghty, and Genshi. Conceptually, Mako is an embedded Python (i.e. Python Server Page) language, which refines the familiar ideas of componentized layout and inheritance to produce one of the most straightforward and flexible models available, while also maintaining close ties to Python calling and scoping semantics. As templates are ultimately compiled into Python bytecode, Mako's approach is extremely efficient and was originally written to be just as fast as Cheetah. Today, Mako is very close in speed to Jinja2, which uses a similar approach and for which Mako was an inspiration. Can access variables from their enclosing scope as well as the template's request context
    Starting Price: Free
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    broot

    broot

    broot

    The ROOT data analysis framework is used much in High Energy Physics (HEP) and has its own output format (.root). ROOT can be easily interfaced with software written in C++. For software tools in Python there exists pyROOT. Unfortunately, pyROOT does not work well with python3.4. broot is a small library that converts data in python numpy ndarrays to ROOT files containing trees with a branch for each array. The goal of this library is to provide a generic way of writing python numpy datastructures to ROOT files. The library should be portable and supports both python2, python3, ROOT v5 and ROOT v6 (requiring no modifications on the ROOT part, just the default installation). Installation of the library should only require a user to compile to library once or install it as a python package.
    Starting Price: Free
  • 29
    nRev AI

    nRev AI

    nRev AI

    nRev AI is an autonomous GTM (go-to-market) AI engineer built for RevOps teams and revenue leaders, providing a native platform that understands data models and automates revenue workflows end-to-end. It comes with pre-built “plays” (automation templates) such as LinkedIn Precision Growth, Zero-Leak Inbound Funnel, Competitor Intelligence Tracker, CRM Data Hygiene, PLG user activation, and more, which let teams launch reliable workflows in minutes. With nRev AI, you can deploy agents that unify data from tools like CRM, marketing, calendar, and external sources, auto-enrich leads, score them, send deal alerts, run outreach sequences, route pipeline meetings, dedupe records, and trigger multi-step automations without needing to build glue logic. The system emphasizes GTM-native intelligence over generic automation; it’s aware of GTM concepts like ICP, conversion metrics, funnel stages, and deal signals.
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    Tambo

    Tambo

    Tambo

    Tambo is an open source AI orchestration framework focused on React front-end apps, letting developers build rich, generative UI assistants that respond to natural language. With Tambo, you register React components and tools once, and the system handles when and how to display UI components (forms, dashboards, charts, etc.), manage state, and call APIs/tools as needed. It supports features like message-thread history, streaming UI/content, suggested actions, authentication, and integration with Model Context Protocol (MCP) servers for context or external data. There’s a pre-built component library to accelerate development (e.g., control bars, message threads, generative forms), CLI tools, hosting via Tambo Cloud, and self-hosting options. Plans range from a free tier (with message/usage limits and community support) to paid tiers that offer higher message volumes, team seats, SSO/RBAC, SLAs, observability, and more.
    Starting Price: $25 per month
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    dbExpress Drivers
    dbExpress is a database-independent layer that defines common interface to provide fast access to SQL database servers from Delphi and C++Builder including Community Edition, on Windows and macOS (32-bit and 64-bit) and Linux (64-bit) platforms. For each supported server, dbExpress provides a driver as an independent library that implements the common dbExpress interfaces for processing queries and stored procedures. As data-access layer is thin and simple, dbExpress provides high-performance database connectivity and is easy to deploy. You can use our drivers in the same way as the ones supplied by Embarcadero.
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    WebDataRocks

    WebDataRocks

    WebDataRocks

    WebDataRocks is a simple free JS library for creating functional and easy-to-use pivot tables. It can be used with Angular, Vue, React or any other framework. Free Flexible in customization JavaScript based client-side component Loads 1MB of JSON or CSV data files Full set of enterprise features Integration with 3rd party charting libraries Full set of enterprise features Features like filtering, sorting, grouping, conditional and number formatting, calculated values, totals are available for efficient work with your data. It supports printing or exporting web report to PDF, Excel or HTML with just one click. Ready-to-use modern UI The tool offers a classy spreadsheet-like interface optimized both for browsers and apps. All principles of reliability and excellent user experience are already implemented in this web reporting tool.
    Starting Price: Free
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    SQLite Data Access Components
    Enjoy the highest performance and unlimited possibilities when working with SQLite. SQLite Data Access Components (LiteDAC) is a library of components that provides native connectivity to SQLite from Delphi and C++Builder including Community Edition, as well as Lazarus (and Free Pascal) on Windows, Linux, macOS, iOS, and Android for both 32-bit and 64-bit platforms. LiteDAC is designed for programmers to develop truly cross-platform desktop and mobile SQLite database applications with no need to deploy any additional libraries. LiteDAC-based DB applications are easy to deploy and do not require the installation of other data provider layers (such as BDE or ODBC), and that's why they can work faster than the ones based on standard Delphi data connectivity solutions. Moreover, LiteDAC provides an additional opportunity to work with SQLite in Delphi and C++Builder directly by linking the client library statically in your application.
    Starting Price: $169.95 per year
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    PicBackMan

    PicBackMan

    PicBackMan

    PicBackMan is designed for everyone to be able to keep their photos and videos backed up safely without having to spend hours and hours. Stop struggling with complex or buggy software and start using PicBackMan in minutes. Automatically upload and backup 1000s of photos in minutes. Upload video files of all size to your online accounts. Create a local copy of your online photos and videos. Move your photos and videos from one account to another. Remove duplicate photos and cleanup your collection. PicBackMan has everything you've ever wanted to backup your photos or migrate/transfer from one account to another. Upload to your online accounts & keep your folder structure as you have it. De-dupes photos before uploading so you don’t have duplicate copies. All uploaded photos & videos are always marked as private by default. Comes with support for RAW files for uploads as well as transfers. Download your photos from SmugMug to your computer with title, caption & keywords attached.
    Starting Price: $99 per year
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    WTForms

    WTForms

    WTForms

    WTForms is a flexible forms validation and rendering library for Python web development. It can work with whatever web framework and template engine you choose. It supports data validation, CSRF protection, internationalization (I18N), and more. There are various community libraries that provide closer integration with popular frameworks. WTForms tries to provide as usable an API as possible. We’ve listed here some of the known libraries to work with WTForms, but if it’s not listed, it doesn’t mean it won’t work. Pretty much any ORM or object-DB should work, as long as data objects allow attribute access to their members. WTForms uses unicode strings throughout the source code and assumes that form input has already been coerced to unicode by your framework. WTForms fields render to unicode strings by default, and therefore as long as your templating engine can work with that, you should have no unicode issues.
    Starting Price: Free
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    ILLA Cloud

    ILLA Cloud

    ILLA Cloud

    Accelerate your internal tools development. A low-code platform for developers to build internal tools in minutes. With the SQL Generate feature, you can input natural language and get SQL statements that can be run directly. This works in databases like MySQL, Postgre, Supabase, etc. We offer developers a high degree of freedom to implement richer functionality through JavaScript, wrapping JS statements with {{Template Syntax}} to place at any string type variable spaces for more variety in the output. ILLA can connect to the mainstream databases or any data connected through APIs and add actions to chain to user events. It tightly integrates the data obtained from the back-end with the front-end components, allowing developers to write simple data calls to achieve massive information interaction.
    Starting Price: $10 per editor per month
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    Sheets Genie

    Sheets Genie

    Online Success Genie

    Sheets Genie turns Google Sheets into an automation and web-scraping powerhouse. Boost your productivity, save time, money, and effort, and achieve awesome things with Google Sheets you never dreamed possible with Sheets Genie. Sheets Genie lets you create step-by-step systems for collecting, organizing, and processing your data however you want. If you do the same kinds of data-based projects in Google Sheets over and over, you'll love getting your work done with one click. Sheets Genie makes it easy to pull in data from other Google Sheets spreadsheets or from web scrapes (scrape any website and send the extracted data directly to your Google Sheets spreadsheet) Exclude rows with unwanted values, remove duplicates, combine/merge rows based on unique identifiers, set formulas in columns, and more. All as part of your step-by-step system that you can execute with one click. Keep only the columns you want in whatever order you want.
    Starting Price: Free
  • 38
    pyglet

    pyglet

    pyglet

    The cross-platform windowing and multimedia library for Python. pyglet is a powerful, yet easy-to-use Python library for developing games and other visually-rich applications on Windows, Mac OS X, and Linux. It supports windowing, user interface event handling, Joysticks, OpenGL graphics, loading images, and videos, and playing sounds and music. All of this with a friendly Pythonic API, that's simple to learn and doesn't get in your way. pyglet is provided under the BSD open-source license, allowing you to use it for both commercial and other open-source projects with very little restriction. No external dependencies or installation requirements. For most application and game requirements, pyglet needs nothing else besides Python, simplifying distribution and installation. This makes it easy to package your project with freezers such as PyInstaller. pyglet provides real platform native windows, allowing you to take advantage of multiple windows and multi-monitor desktops.
    Starting Price: Free
  • 39
    Actipro

    Actipro

    Actipro

    Advanced docking windows, MDI, property grids, tree controls, and folder/file browsers to build IDEs. Robust editors for common data types, auto-completion, masked editing, and code editing. Ribbon, charts, micro charts, navigation, gauges, task boards, bar codes, wizard, modern themes, and much more. Actipro is a leading provider of professional user interface controls for popular Microsoft UI platforms like WPF, and offers products for other platforms as well. Multiple user interface controls that enhance any .NET Windows Forms application's presentation. Professionally-designed royalty-free icons for any application or web site user interface. Over 6,750 organizations license Actipro products, everything from large multinational corporations to small home businesses. Organizations across the globe from more than 100 countries rely on Actipro UI controls in their applications.
    Starting Price: $649 one-time payment
  • 40
    django-mysql

    django-mysql

    django-mysql

    Django-MySQL extends Django’s built-in MySQL and MariaDB support their specific features not available on other databases. A new cache backend that makes use of MySQL’s upsert statement and does compression. Named locks for easy locking of e.g. external resources. Extra checks added to Django’s check framework to ensure your Django and MySQL configurations are optimal. Django-MySQL comes with a number of extensions to QuerySet that can be installed in a number of ways - e.g. adding the QuerySetMixin to your existing QuerySet subclass.
    Starting Price: Free
  • 41
    NGX-Bootstrap

    NGX-Bootstrap

    Valor Software

    We put much effort into making ngx-bootstrap modular so you can implement your templates, styles, whatnot. All components are designed with extensibility and adaptivity in mind. You can expect them to work on Mobile and Desktop with the same level of performance. We have incorporated a set of style guides and guidelines to enhance both code maintainability and readability. Also, we always support the latest Angular versions and provide full unit-test coverage. Being developers ourselves, we understand the importance of documentation. Well-written and continually updated docs significantly ease up the life of developers and improve overall software quality. We are doing our best to provide you with the most complete and easy-to-understand documentation out there. While working with visually rich libraries, you need to know what you are getting without going through the installation hassle. That is why we have developed a great set of demos for most of the component’s methods.
    Starting Price: Free
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    h5py

    h5py

    HDF5

    The h5py package is a Pythonic interface to the HDF5 binary data format. It lets you store huge amounts of numerical data, and easily manipulate that data from NumPy. For example, you can slice into multi-terabyte datasets stored on disk, as if they were real NumPy arrays. Thousands of datasets can be stored in a single file, categorized and tagged however you want. H5py uses straightforward NumPy and Python metaphors, like dictionary and NumPy array syntax. For example, you can iterate over datasets in a file, or check out the .shape or .dtype attributes of datasets. You don't need to know anything special about HDF5 to get started. In addition to the easy-to-use high level interface, h5py rests on a object-oriented Cython wrapping of the HDF5 C API. Almost anything you can do from C in HDF5, you can do from h5py.
    Starting Price: Free
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    Ignite UI

    Ignite UI

    Infragistics

    Build modern, data-rich applications faster with Ignite UI - the most complete UI toolkit with 120+ enterprise-grade components for every major framework. Whether you're working in Angular, React, Blazor, Web Components, or desktop platforms like WPF and Windows Forms, Ignite UI delivers blazing-fast data grids, powerful charting, and responsive layouts built for performance and scalability. From advanced tools like Pivot Grid, Spreadsheet, and DockManager, to developer-friendly CLI support and global theming, everything is designed to streamline development and deliver sleek, high-performance experiences across devices.
    Starting Price: $1355 per year
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    xlrd

    xlrd

    Python Software Foundation

    xlrd is a library for developers to extract data from Microsoft Excel (tm) .xls spreadsheet files. xlrd is a library for reading data and formatting information from Excel files in the historical .xls format. This library will no longer read anything other than .xls files. Ignores charts, macros, pictures, any other embedded object, including embedded worksheets, VBA modules, and formulas, but results of formula calculations are extracted, comments, hyperlinks, auto filters, advanced filters, pivot tables, conditional formatting, and data validation. Password-protected files are not supported and cannot be read by this library. From the command line, this will show the first, second, and last rows of each sheet in each file. xlrd is licensed under the BSD license.
    Starting Price: Free
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    Oracle Data Access Components (ODAC)
    Oracle Data Access Components (ODAC) are a set of Windows and .NET data access drivers and tools. They include support for .NET data access, Microsoft Visual Studio tools for developing Oracle database applications; and ASP.NET providers. ODAC provides comprehensive client support for advanced Oracle database functionality, including performance, high availability, and security, among other features. It is tightly integrated with Visual Studio to provide a seamless development experience for developers. Oracle Data Provider for .NET is an implementation of Microsoft's ADO.NET interface and provides access to Oracle databases. OLAP Data Manipulation Language (OLAP DML) is used to define and manipulate analytic workspace objects. High performance, a feature-rich mechanism for Microsoft ADO and OLE DB data access to Oracle databases, its usage, and its configuration. Provides introductory, installation, post-installation configuration, and usage information.
    Starting Price: Free
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    Fluree

    Fluree

    Fluree

    Fluree is an immutable RDF graph database written in Clojure and adhering to W3C standards, supporting JSON and JSON-LD while accommodating various RDF ontologies; it boasts a scalable, cloud-native architecture utilizing a lightweight Java runtime, with individually scalable ledger and graph database components, embodying a "Data-Centric" ideology that treats data as a reusable asset independent of singular applications, underpinned by an immutable ledger that secures transactions with cryptographic integrity, alongside a rich RDF graph database capable of various queries, and employs SmartFunctions for enforcing data management rules, including identity and access management and data quality.
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    regon

    regon

    regon

    litex.regon, a frontend for Polish REGON database. Simple, pythonic wrapper for REGON database. To access its SOAP API, one needs a user key issued by REGON administrators. REGONAPI accepts one argument, the service URL (provided by REGON administrators). After login, one can start querying the database. Single REGON number (either 9 or 14 digits long), single 10 digit KRS number, single NIP (10 digits strings), collection of REGONs (all of them have to be either 14 or 9 digits long), collection of KRSs, collection of NIPs. Only one parameter is used in the query. If multiple ones are passed, first from the above list is taken into account. Additionally, a detailed parameter can be passed, detailed=True causes the search method to fetch the default detailed report. If one knows the REGON of a business entity and a detailed report name, a full report can be fetched directly.
    Starting Price: Free
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    EmailMerge for Outlook
    Easy-to-use step-by-step wizard inside Outlook. Generate separate personalized email for each recipient. The EmailMerge for Outlook add-on makes it easy for you to send large numbers of personalized emails using your existing Outlook contacts, Excel lists, Salesforce contacts or access databases. With customized salutations, your customers will feel more valued. Recipients who see their name at the beginning of an email are more likely to reply as they feel you delivered more personal attention. Our Outlook mail merge software personalizes each message and tells your addressee the email is not Spam and was meant specifically for him or her. Click on the button (that EmailMerge installs inside Outlook) and follow the step-by-step Wizard to pick your contacts (from Outlook, Excel, Access or Salesforce) , write your email (or use a template), preview and send personalized emails.
    Starting Price: $39.95 one-time payment
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    Coding Dojo

    Coding Dojo

    Coding Dojo

    Our program is scientifically designed to ensure our graduates thrive as STEM professionals for the rest of their careers. It’s been proven over and over that the most reliable predictors of success in coding boot camps are traits like dedication, resilience, and curiosity. That’s why our application process looks for these characteristics in new students, and we don’t require anyone to come into boot camp with 100+ hours of coding experience under their belts. We are numbers people at Coding Dojo, and from 1,000s of hours in researching learning science, the labor force, and pedagogy, we’ve crafted a curriculum that builds a solid programming foundation through a three-stack approach. There’s a reason the world’s most successful people have mentors, advisors and other people they trust around them: Every step up in your career ladder requires help, not just the first.
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    AG Grid

    AG Grid

    AG Grid

    AG Grid is a high-performance, feature-rich JavaScript Data Grid library used to display, manipulate, and interact with large tabular datasets in modern web applications, offering core features such as sorting, filtering, editing, grouping, aggregation, pivoting, pagination, and responsive performance that scales to hundreds of thousands of rows with minimal overhead. It is framework-agnostic with official support for major frameworks, including React, Angular, Vue, and plain JavaScript, while maintaining a single consistent API and zero third-party dependencies, making it simple to integrate into existing applications and customize deeply with user-defined components, theming, and modules that allow fine control over bundle size and capabilities. AG Grid is available in a free open source Community edition with essential grid functionality under the MIT license, as well as a commercial Enterprise edition that adds advanced features.
    Starting Price: $999 per developer