Mapbox
Google Maps
ArcGIS
OSGeo
Google Earth Pro
dive.site
Mapwize
MapQuest
iCEDQ
Datagaps
Synology DiskStation Manager
NetApp
ResiliencExpert
CTERA
Alibaba Object Storage Service
DataGravity
iceDQ actively engineers data reliability through disciplined processes and automation, going far beyond basic data quality reporting.
Designed for data migrations, ETL/data warehouse development, CRM implementations, and BI initiatives, iceDQ precisely tests ETL processes, verifies migrations, and monitors production data.
The proprietary in-memory engine delivers superior performance by validating data without database dependencies, processing micro-batches efficiently, handling high volumes with minimal infrastructure, and achieving up to 10x faster performance than competitors.
iceDQ supports four powerful rule types:
โข Recon Rules for sourceโtarget comparison โข Validation Rules for business constraints โข Checksum Rules for data integrity โข Script Rules using Apache Groovy or Java
The platform enables complete requirements traceability by mapping requirements to rules and tests, supporting audits, compliance, and ETL process verification.
iceDQ automates migration testing with schema pre-checks, structure reconciliation, early issue detection, and end-to-end validation to ensure migration success.
Supports on-premises, customer-managed cloud (AWS, Azure, GCP, IBM Cloud, Digital Ocean), air-gapped environments, and optional SaaSโallowing organizations to maintain full security control.
Certified with ISO/IEC 27001 and SOC 2 Type II, iceDQ supports SOX, GDPR, PCI-DSS, CCPA, and HIPAA. It processes data in memory only and stores metadataโnot business dataโminimizing exposure risk.
Mapbox iCEDQiCEDQ's answer:
The worldโs first automated ETL testing tool since 2005, this 3-in-1 unified platform seamlessly combines testing, monitoring, and observability in a single solution. Powered by a proprietary in-memory engine, it can process 1.7 billion rows in under two minutes, enabling exceptional performance at scale. With AI-driven anomaly detection, it proactively identifies issues before they impact the business. Uniquely, it operates across development, QA, and production environments without requiring a database, delivering unmatched flexibility and efficiency.
iCEDQ's answer:
Founded in 2005 by Sandesh and Smita Gawande after Sandesh discovered no automated ETL testing tools existed while working on data migration projects at financial firms. iceDQ became the world's first automated ETL testing software, addressing a critical gap in data quality assurance.
iCEDQ's answer:
This unified platform brings together testing, monitoring, and observability in a single solution. It can handle billions of rows using in-memory processing without requiring a database, and offers 150+ data connectors for seamless integration. The platform works across the entire data lifecycle, from development through production, and has a proven track record with Fortune 500 companies.
iCEDQ's answer:
Data engineers, QA teams, DataOps professionals, and compliance officers at enterprises in banking, insurance, healthcare, and other data-intensive industries requiring automated data testing and monitoring.
iCEDQ's answer:
Java, Apache Groovy, Apache Spark, and a proprietary in-memory rules engine built for high-performance data processing.
iCEDQ's answer:
Major investment banks, global insurance providers, Fortune 500 financial services firms, healthcare organizations, stock exchanges, and large enterprises across banking, insurance, and healthcare industries with complex data ecosystems and regulatory compliance requirements.
Based on our record, Mapbox seems to be more popular. It has been mentiond 13 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
MapBox[0] does a good job. I donโt think it has a public interface, though. Itโs really a developer resource. [0] https://mapbox.com. - Source: Hacker News / about 2 months ago
Yeah domain knowledge/network is definitely needed, I am working with a friend who has that, it's a must in this field because it's almost set in the stone age. Google maps was crazy expensive I went with Mapbox[1] for now which seems to have enough features and is less expensive. [1] https://mapbox.com/. - Source: Hacker News / over 3 years ago
โ |Developer Notes| |:-| |Optional Power Shortcuts - Provides shortcuts to deeper links. Example: I wanted a one-touch button that opens the Developer Options menu. This app does this. Not required for core functionality of the theme.| |Allows 4 custom wallpapers, either local files or web links. Includes 2 add'l wallpapers pulled from Bing Daily and r/earthporn.| |The location and weather panel has a live map... Source: over 3 years ago
The location and weather panel has a live map displayed. Well, it won't for you, unless you grab a free API key from mapbox.com and paste it in the 1st global. Source: over 3 years ago
If you want to show polygons it is a bit more difficult. With the above map functions you can create a Choropleth map by using predefined regions (like countries, states etc.). But for custom polygons it won't work. You can either use ArcGIS Online in combination with the ArcGIS Maps for Power BI viz or use the Mapbox Visual function (you need to install this one first by pressing "Get more visuals"). You can... Source: almost 4 years ago
Google Maps - Find local businesses, view maps and get driving directions in Google Maps.
Datagaps - Gartner-listed DataOps + Data Observability platform. One unified suite to validate ETL, BI, Data Quality, and AI pipelines. 100+ enterprises.
ArcGIS - ArcGIS software is a data analysis, cloud-based mapping platform that allows users to customize maps and see real-time data ranging from logistics support to overall mapping analysis.
Synology DiskStation Manager - DiskStation Manager is a data storage platform that comes with a completely private collaboration suite.
OSGeo - QGIS is a desktop geographic information system, or GIS.
NetApp - NetApp offers storage and data management solutions that enable customers to accelerate business innovations and achieve cost efficiencies.
