Data Explorer
Data Explorer is a statistical analysis tool for students and researchers on iOS, offering hypothesis testing and regression analysis via a simplified interface.
The App DNA
What makes this app unique?
It removes the cognitive cost of learning scripting languages for users who need quick, plain-English statistical insights from their datasets.
For Students, researchers, and professionals who need to perform statistical analysis on datasets without requiring advanced expertise.
What does it look like?
Key features
Performs hypothesis tests, ANOVA, and regression analysis on numerical and categorical variables.
Translates complex statistical results into natural language summaries for non-experts.
Ingests CSV, TXT, and Excel files for analysis.
How much does it cost?
Paid model anchored at $9.99, targeting users who prefer one-time licensing over subscription-based productivity tools.
Velocity
Dormant developmentopaqueShow more...
Data Explorer has reached a zombie state, with no updates or feature releases in over 1,000 days. The development activity has ceased entirely, leaving the app without any recent maintenance or functional improvements. There is no evidence of ongoing support or operational activity for this product.
Who built it?
User Sentiment
What do users think recently?
Review voice lately leans excited. Users appreciate the simple push button interface allows non-technical creatives to perform complex statistical analysis without coding and integration with cloud storage services enables students to easily import large datasets for quick classroom analysis.
How are ratings & reviews evolving?
What users say, by theme
- The simple push button interface allows non-technical creatives to perform complex statistical analysis without coding
- Integration with cloud storage services enables students to easily import large datasets for quick classroom analysis
- Analysis tools fail to respect data filters, forcing users to include unwanted observations in results
11 of 11 recent reviews analyzed · moderate confidence · Excited overall
Read the full review analysisUnlock 1 more frustration theme and 1 user request, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Data Explorer
How's the Productivity market?
Data Explorer maintains a 4.92-star rating across 12 reviews, positioning itself as a niche productivity tool. The lack of updates for over 1,000 days suggests a maintenance-mode posture that contrasts with the active development cycles of modern data-analysis competitors.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Data Explorer
Where is it heading?
The market for statistical productivity tools is shifting toward cloud-integrated, collaborative platforms that offer real-time updates. Data Explorer remains in a maintenance-only state, which leaves it exposed to competitors that offer better reliability and documentation, ultimately risking the loss of its core student and researcher base.
- The 1,020-day update gap signals a maintenance-only posture, which erodes user trust in the app's long-term viability for academic research.
- Persistent filtering bugs in the latest release continue to frustrate users, which compounds the risk of churn to more reliable, actively maintained alternatives.
The SWOT
- Push-button interface enables complex statistical analysis without coding
- Plain-English output lowers the barrier to entry for non-experts
- Adding negative logic to filter operators would satisfy top user requests
Next best moves
Ship a comprehensive digital manual because documentation is the top barrier to new-user navigation → reduce support overhead
+ 1 more prioritized moveThe counter-intuitive read
The lack of updates is a feature for…
Read the full takeSince the last report: Development priorities shifted from technical bug resolution to documentation, while the product's market positioning was refined to frame its stagnant state as a benefit for users seeking stability.
Bottom line
Data Explorer's accessible interface retains a core base of non-technical researchers, but the 34-month update silence creates a significant vulnerability to modern, cloud-native alternatives. Prioritizing a documentation refresh would address the primary barrier to new-user adoption.
Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeFAQ
Is Data Explorer suitable for beginners without a statistics background?
Does Data Explorer support offline data analysis?
Are there any known limitations with the filtering tool?
What are the alternatives to Data Explorer for statistical analysis?
Sources
- [1] App Store
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