Number Analytics vs. Singular Comparison


Number Analytics Number Analytics LLC	Singular	+	+
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Also available in EU-hosted sovereign cloud. 68 Ratings Visit Website Harmoni A powerful data analysis and visualization platform purpose-built for market research data. From data processing through to analysis, reporting, visualization, dashboards, distribution, and data alerts, Harmoni is for you. Spend less time processing data, and more time analyzing it. Harmoni uses automation to make your job easier. With Harmoni, it's easy to provide valuable, actionable insights to stakeholders. Market research budgets are shrinking, but expectations are ramping up. With Harmoni, you can slice and dice your data as the questions are asked, on the go. Bring your data sources together with Harmoni to form one usable set. Harmoni supports a wide range of data sources, including IBM SPSS®, SQL, Microsoft Excel, CSV, tab-delimited files, Dimensions, and more. Integrated with popular market research platforms, Harmoni supports data collection leaders such as Voxco, FocusVision Decipher, and Qualtrics. Looking for AI functionality? Harmoni can be used with or without AI. 16 Ratings Google Cloud BigQuery BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process. 2,027 Ratings Visit Website GWI Every year, we survey over a million people around the world so businesses can understand changing consumer behavior in seconds. Designed for busy teams, our platform makes it easy to get what you need, analyze it how you want, and share it with your teams. Pinpoint your perfect customer from over 250K+ profiling points. Apply question charts to unlock insights into what your audience thinks, feels, and does. Collate data and charts to build your story and share it with your team. Overlay multiple data points for in-depth data analysis. Gain unparalleled insight into consumers with survey data that reflects the views, interests, and behaviors of billions of real people across the globe. We ask consistent survey questions in every region. Zero in for granular insights on local markets or zoom out for a global view. Understand what consumers really think about you and your competitors with insights on all the big names. 201 Ratings Visit Website Code-Cube.io Code-Cube.io is the full-stack data collection observability platform that protects your dataLayer, tags and conversion data. It detects tracking issues instantly and provides real-time alerts to prevent data loss and performance drops. The platform eliminates the need for manual QA by continuously auditing tracking implementations across websites and applications. Users gain full visibility into how tags and events behave across both client-side and server-side environments. Code-Cube.io ensures that marketing data remains accurate, enabling better decision-making, preventing wasted ad spend and maximizing campaign performance. 7 Ratings Visit Website TrafficGuard Digital advertisers lose billions every year to invalid traffic, and most do not know it is happening. Fake clicks, bots and click farms are only part of it. The bigger drain is non-incremental traffic: excessive clickers with no intent to convert, and navigational traffic that would have found your brand anyway. All of it inflates cost and corrupts the data your optimisation depends on. TrafficGuard sits inside the advertising journey and verifies traffic in real time, before it reaches your campaigns. Our approach is surgical, not blunt force. Statistical invalidation removes the invalid and protects the genuine, with full transparency into exactly what was actioned and why. The result is cleaner signals, more accurate reporting, and ad spend that reaches real, high-intent users. One platform protects every channel that matters: - Search (Google Search & Performance Max) - Meta (Instagram & Facebook) - Affiliate - Mobile Start with a free 30-day audit in detection mode and see exactly how much invalid traffic is hitting your campaigns. Switch on prevention when you are ready. Backed by expert onboarding and responsive support, TrafficGuard is built to scale with your spend. Trusted by 10,000+ advertisers across multiple industries TrafficGuard is part of Adveritas, publicly listed and accountable on the Australian Securities Exchange (ASX:AV1). 89 Ratings Visit Website Jotform Trusted by over 25 million users, Jotform is an all-in-one, no-code platform that simplifies data collection, automation, and online sales. Using its drag-and-drop Form Builder, businesses can create customized forms and surveys to collect leads, payments, and e-signatures. With 10,000+ templates and advanced features like conditional logic and 200+ integrations, Jotform streamlines workflows. Jotform's AI-powered Agents provide real-time customer support, guiding users through form submissions, answering questions, and ensuring a smooth experience while reducing manual intervention. These AI agents learn from interactions to improve responses, enhancing efficiency and customer satisfaction. The platform also includes a Store Builder to sell products and services, accept payments through 30+ gateways, and tools like Approvals and Report Builder to automate workflows and generate actionable insights. 9,009 Ratings Visit Website SurveyJS SurveyJS is an embeddable, self-hosted, white-label form builder for teams building custom forms, surveys, questionnaires, and other data collection tools inside web applications. It runs entirely on the client and is fully compatible with all modern JavaScript frameworks, including React, Angular, and Vue. SurveyJS integrates with any backend, giving you full control over data, security, user access, deployment, and business logic. Instead of hardcoding forms, you can empower non-technical users to generate and edit JSON schema-based form configurations through a drag-and-drop form builder. Create dynamic forms with custom conditional logic, validation, multilingual support, PDF export, and analytics. Ideal for SaaS, enterprise software, HR, healthcare, fintech, and other regulated industries, SurveyJS helps teams reduce engineering effort, standardize data collection, maintain full control over data, and deliver unlimited forms that match their brand and feel native to users. 64 Ratings Visit Website DbVisualizer DbVisualizer is a universal database client for anyone who works with data, from solo developers and startups to professional teams managing complex environments, including developers, DBAs, analysts, and data engineers working with relational and NoSQL databases. 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By combining trusted company and contact data with buyer intent, website engagement, trigger events, business insights, and AI-powered assistance, D&B Hoovers helps organizations uncover opportunities sooner and engage prospects with greater relevance. Teams can discover new accounts, identify decision-makers, monitor market activity, and focus on the opportunities most likely to drive revenue. Backed by the Dun & Bradstreet Data Cloud, D&B Hoovers provides extensive company and contact intelligence, account-based prospecting capabilities, ideal customer profile analysis, and total addressable market insights. Advanced search and segmentation tools help sales and marketing teams build targeted prospect lists and prioritize outreach efforts. D&B Hoovers also delivers valuable context for customer engagement, including company news, corporate family structures, financial information, technology insights, industry intelligence, and real-time business triggers. 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About Number Analytics is a web based statistical software for marketing research with easy to use interface working on the cloud. It has basic statistical analysis like t-test, ANOVA, regression analysis, and more marketing focused applications like choice based conjoint analysis and perceptual mapping.	About Singular empowers marketers to futureproof their growth with next-gen attribution and analytics. We provide a holistic solution that combines mobile attribution with industry-leading cost aggregation, flexible ROI analytics, and automatic loading directly into your BI tools. With Singular you are able to - Measure and report on all the channels you work with - Analyze ROI by combining attribution with leading cost aggregation - Track and analyze across the entire user lifecycle - Block more fraud with best-in-class fraud prevention - Monitor a single managed pipeline with a plug-and-play solution to extract, transform and load analysis-ready marketing data into your chosen data warehouse Top marketers from LinkedIn, Rovio, Microsoft, Lyft, Twitter, EA, and more, rely on Singular for a complete view of their marketing performance.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Supported iPad Supported Android Supported Chromebook Supported
Audience Academic customers (faculty, students) and marketing research companies	Audience Web and Mobile Marketers
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $29.00/month/user It is a freemium model with free basic plan, $29/m advanced plan, and $299/m premium plan. Free Version Supported Free Trial Not Supported	Pricing Speak to us Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 4.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros It is a web based stat software working on the cloud like Google docs, dropbox. You don't need to download and install the software. It supports PC, Mac, iPad, smartphones. Your data is on the cloud so that you can work any where. I like it since it is simple and easy to use than SPSS. User interface is intuitive and easy. It supports various data files including SPSS, Excel, CSV, Stata, SAS data files. It comes with basic statistical models like ANOVA, t-test, linear regression, clustering analysis. Cons It lacks advanced statistical methods like time series analysis, structured equation models. However, it is good enough for beginners and novice.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Number Analytics LLC Founded: 2013 United States www.numberanalytics.com	Company Information Singular Founded: 2014 United States www.singular.net/
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Categories Data Analysis Supported Market Research Supported Marketing Analytics Supported Statistical Analysis Supported	Categories Click Fraud Supported Data Analysis Supported ETL Supported Fraud Detection Supported Marketing Analytics Supported Marketing Attribution Supported Mobile App Analytics Supported Mobile Marketing Supported Mobile Measurement Partners (MMP) Supported Spend Analysis Supported
Data Analysis Features Data Discovery Supported Data Visualization Supported High Volume Processing Not Supported Predictive Analytics Supported Regression Analysis Supported Sentiment Analysis Not Supported Statistical Modeling Supported Text Analytics Not Supported Marketing Analytics Features A/B Testing Not Supported Campaign Management Not Supported Channel Attribution Not Supported Customer Journey Mapping Not Supported Dashboard Not Supported Performance Metrics Supported Predictive Analytics Supported ROI Tracking Not Supported Social Media Metrics Not Supported Website Analytics Not Supported Show More Features Market Research Features Benchmarking Not Supported Compensation Management Not Supported Data Management Supported Email / Online Not Supported Face-to-Face Not Supported Panel Management Not Supported Paper-Based Not Supported Phone-Based Not Supported Sample Management Not Supported Statistical Analysis Supported Survey Management Supported Statistical Analysis Features Analytics Supported Association Discovery Supported Compliance Tracking Not Supported File Management Not Supported File Storage Supported Forecasting Supported Multivariate Analysis Supported Regression Analysis Supported Statistical Process Control Not Supported Statistical Simulation Supported Survival Analysis Not Supported Time Series Not Supported Visualization Supported	Data Analysis Features Data Discovery Supported Data Visualization Supported High Volume Processing Supported Predictive Analytics Supported Regression Analysis Not Supported Sentiment Analysis Not Supported Statistical Modeling Supported Text Analytics Not Supported Marketing Analytics Features A/B Testing Supported Campaign Management Supported Channel Attribution Supported Customer Journey Mapping Supported Dashboard Supported Performance Metrics Supported Predictive Analytics Supported ROI Tracking Supported Social Media Metrics Supported Website Analytics Supported Show More Features Click Fraud Features Account Alerts Supported Activity Monitoring Supported IP Address Monitoring Supported IP Blocking Supported Keyword Tracking Supported Refund Management Supported Risk Assessment Supported Time on Site Tracking Not Supported ETL Features Data Analysis Supported Data Filtering Supported Data Quality Control Supported Job Scheduling Supported Match & Merge Supported Metadata Management Supported Non-Relational Transformations Supported Version Control Supported Fraud Detection Features Access Security Management Not Supported Check Fraud Monitoring Supported Custom Fraud Parameters Supported For Banking Not Supported For Crypto Not Supported For eCommerce Not Supported For Insurance Industry Not Supported Internal Fraud Monitoring Supported Investigator Notes Supported Pattern Recognition Supported Transaction Approval Not Supported Marketing Attribution Features Attribution Modeling Supported Audience Segmentation Supported Conversion Tracking Supported Cross-Channel Attribution Supported Customer Journey Mapping Supported Multi-Touch Attribution Supported Predictive Analytics Supported ROI Tracking Supported Mobile App Analytics Features A/B Testing Supported Channel Attribution Supported Cohort Analysis Supported Funnel Analysis Supported In-App Events Tracking Supported Push Notifications Supported Retention Tracking Supported Revenue Tracking Supported Uninstall Tracking Supported Mobile Marketing Features Channel Attribution Supported Contextual Targeting Supported Coupons Not Supported Email Marketing Supported Engagement Monitoring Supported In-App Marketing Not Supported Location-Based Marketing Not Supported Push Notifications Supported Text Messaging Supported Text-to-Win Not Supported
Integrations Amazon Redshift Not Supported Amplitude Not Supported AppLovin Not Supported Circlewise Not Supported Dropbox Not Supported INCRMNTAL Not Supported IngeniousPlex Not Supported Kayzen Not Supported Kofluence Not Supported Liftoff Not Supported Micromerce Not Supported Offer18 Not Supported Reddit Not Supported RevenueCat Not Supported Tapjoy Not Supported TikTok Not Supported TrafficGuard Not Supported Unity Not Supported X (Twitter) Not Supported tvScientific Not Supported Show More Integrations	Integrations Amazon Redshift Supported Amplitude Supported AppLovin Supported Circlewise Supported Dropbox Supported INCRMNTAL Supported IngeniousPlex Supported Kayzen Supported Kofluence Supported Liftoff Supported Micromerce Supported Offer18 Supported Reddit Supported RevenueCat Supported Tapjoy Supported TikTok Supported TrafficGuard Supported Unity Supported X (Twitter) Supported tvScientific Supported Show More Integrations View All 63 Integrations
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