--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Number Analytics" developer_entity: "Number Analytics LLC" bundle_id: "com.numberanalytics.app" app_store_id: "6468843472" category: "Productivity" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-02-18" report_date: "2026-08-07" last_verified: "2026-08-07T00:00:00.000Z" report_version: "1.0.7" total_reviews: 3 overall_rating: 5 sentiment: "Frustrated" sentiment_score: 30 confidence: "low" confidence_score: 0.3 top_praise_theme: "Statistical analysis tools like ANOVA and linear regression provide fast results for data science tasks" top_complaint_theme: "Users report the app appears empty or non-functional following the latest update to the interface" review_sample_size: 6 total_review_count: 6 analyzed_review_count: 6 data_age_days: 54 momentum_velocity: "zombie" intelligence_version: 3 tags: ["productivity", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "university", "students,", "medical"] canonical_url: "https://marlvel.ai/apps/number-analytics" license: "CC-BY-NC 4.0" content_version: "v2" --- # Number Analytics Intelligence Report ## TL;DR {#tldr} - **Category**: Productivity · Freemium - **Signal**: Rating 5 · Sentiment Frustrated - **Recent focus**: Users report the app appears empty or non-functional following the latest update to the interface (top complaint) · Statistical analysis tools like ANOVA and linear regression provide fast results for data science tasks (top praise) > **TL;DR:** Number Analytics is a productivity app by Number Analytics LLC, rated 5/5 by 3 users, with Frustrated user sentiment (30/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Number Analytics faces Frustrated user sentiment (5/5 from 3 reviews), with users reporting users report the app appears empty or non-functional following the latest update to the interface as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (3 reviews) | | **User Mood** | Frustrated | | **Category** | Productivity | | **Developer** | Number Analytics LLC | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 54d | ## Metadata & Market Performance - **Publisher:** Number Analytics LLC - **Category:** Productivity - **Target Audience:** University students, medical researchers, and market research professionals. - **Platforms:** iOS & Android - **Version Reviewed:** 1.0.7 - **Report Date:** 2026-08-07 - **Signal Count:** 6 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6468843472 - **Bundle ID:** com.numberanalytics.app - **Google Play ID:** com.numberanalytics.app - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-07 ## Executive Snapshot **What it is:** Number Analytics is a statistical software suite for advanced tests, regression, and survival analysis, designed for researchers and students on mobile devices. **Why users hire it:** Users hire this app to perform complex statistical analysis without coding, but the current technical instability prevents them from completing their research tasks. ## App DNA (Features & Intent) - **[Differentiator] Automated Statistical Analysis:** Automated application of models including T-test, ANOVA, and regression for non-coders. - **[Differentiator] Survival Analysis:** Kaplan-Meier plot generation for time-to-event data. ## Market Position {#market-position} Number Analytics targets the niche for mobile-based statistical research, but its 5.0-star rating is based on only 3 ratings, indicating low market penetration. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier, Basic subscription, Advanced subscription, Premium subscription - **Analysis:** Freemium model gates advanced statistical features behind tiered subscriptions. ## 🔴 User Sentiment (Low Confidence: 6 of 6 reviews analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (3 ratings) - **Overall Sentiment:** Frustrated - **Note:** The 5/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **Statistical analysis tools like ANOVA and linear regression provide fast results for data science tasks** - **Visualization features help users interpret complex data sets through intuitive and user-friendly graphical interfaces** ### Top Complaints (Impact Areas) - **Users report the app appears empty or non-functional following the latest update to the interface** ## SWOT Analysis {#swot} **Core Strengths:** - Automated statistical modeling lowers the barrier to entry for non-technical researchers. **Growth Levers:** - Integrating offline data processing would directly address the primary user complaint. ## Recent Changes (v2 → v3) {#recent-changes} The report identifies a transition from general concerns about web-connectivity to critical reports of total app failure, with a more skeptical view of the app's market reach. **Overall trend**: Declining **Compared at**: 2026-08-07 ### High-impact changes - **[Declined] Technical Stability** (swot) ### Medium-impact changes - **[Shifted] Market Penetration Context** (positioning) - **[Added] Competitive Threat** (swot) ## What's New - **Latest (v0.1.5, 1 years ago):** Updated the account top menu layout. - **Last Major (v1.0.7, 1 years ago):** Introduced tiered subscription plans: Basic, Advanced, and Premium. ## App Momentum (Zombie) {#momentum} - Ships subscription plans in latest release. - Quiet 17 months, bug fixes only. > **Cadence:** 2 total versions · 1 majors in last 6 months · 534 days since last update · 183 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Number Analytics is a productivity app that is free with in-app purchases. With a 5/5 rating from 3 reviews, it draws more critical themes in recent reviews than its store average suggests. > **Bottom Line:** Number Analytics provides powerful statistical automation, but the recent update renders the app non-functional for many users, so the PM must prioritize interface stability and offline support to prevent total churn. **Best for:** University students, medical researchers, and market research professionals. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild the core interface because it is the top-cited churn driver → restore baseline usability. ### Outlook: Declining The market for mobile research tools is shifting toward offline-first reliability, yet Number Analytics remains tethered to web-dependent infrastructure. Unless the team restores core functionality and enables offline data access, the app will continue to lose its academic user base to more stable competitors. - 🔴 The latest update introduced critical UI regressions that prevent the app from loading, which compounds the negative sentiment and drives immediate churn. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 3 | | Sentiment | Frustrated (30/100) | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 2 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Number Analytics** (this app) | 5/5 | Frustrated | Number Analytics LLC | | [Mitsu: AI Life Coach](https://marlvel.ai/apps/mitsu-ai-life-coach) | N/A/5 | N/A | C2 Insights | | [ChatGPT](https://marlvel.ai/apps/chatgpt) | 4.8/5 | n/a | OpenAI OpCo, LLC | | [Pattrn - Discipline Tracker](https://marlvel.ai/apps/pattrn-discipline-tracker) | 4.8/5 | Thrilled | Pedro Schott | | [한음달-한국인에게 꼭 맞는 음력달력, 캘린더](https://marlvel.ai/apps/app--103) | 4.6/5 | N/A | YunaSoft Inc. | | [바로메모 - 매일 바로 작성하는 메모장](https://marlvel.ai/apps/cswpd-memo) | N/A/5 | N/A | SuWon Choi | ## Company Profile - **Developer:** Number Analytics LLC ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/number-analytics/id6468843472?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.numberanalytics.app&hl=en&gl=us) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Mitsu: AI Life Coach*](https://marlvel.ai/apps/mitsu-ai-life-coach) (C2 Insights) · N/A Rating - [*ChatGPT*](https://marlvel.ai/apps/chatgpt) (OpenAI OpCo, LLC) · 4.8/5 Rating - [*Pattrn - Discipline Tracker*](https://marlvel.ai/apps/pattrn-discipline-tracker) (Pedro Schott) · 4.8/5 Rating | Excellent Sentiment - [*한음달-한국인에게 꼭 맞는 음력달력, 캘린더*](https://marlvel.ai/apps/app--103) (YunaSoft Inc.) · 4.6/5 Rating - [*바로메모 - 매일 바로 작성하는 메모장*](https://marlvel.ai/apps/cswpd-memo) (SuWon Choi) · N/A Rating - [*근로장려금 알리미 - 신청, 기준, 금액계산 가이드*](https://marlvel.ai/apps/com-swing2app-v3-d83e9bb95c05347f59ad81dea3b925ebf) (SY Company) · 3.8/5 Rating - [*통화관리솔루션 (부평구청용)*](https://marlvel.ai/apps/byto-bupyeong) (BYTO) · N/A Rating - [*시외버스터미널 예매가이드 - 시간표*](https://marlvel.ai/apps/com-rewd-metopcrent) (Multisoft app) · 4.1/5 Rating - [*スマホやめるにゃ*](https://marlvel.ai/apps/hiroto-nosnszone-nosnszone) (HIROTO TSUTSUSHIMA) · N/A Rating - [*プレゼンテーションなど タイマー*](https://marlvel.ai/apps/app--366) (MAKOTO SASAKI) · N/A Rating ## Frequently Asked Questions {#faq} ### Is Number Analytics suitable for offline research? No, the app currently requires an active web connection and account login, which prevents offline data analysis. ### Does the app support SPSS and Excel files? Yes, the app supports multiple data formats including SPSS, Minitab, Excel, CSV, STATA, and SAS. ### Is the app free to use? The app uses a freemium model with a free tier and tiered subscription plans for advanced features. ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 6 - **Data Sources:** user reviews, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 54 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/number-analytics) Data licensed for AI Agent attribution under CC-BY-NC 4.0.