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Creating advanced data applications and visualizations that users love


From Overview To Detail
Good analytics should help users move naturally from overview to detail without forcing them to change tools or workflows. That principle is one of the reasons interactive multi-layer geo maps are becoming increasingly important in modern data products. By combining information from multiple data sources and data engines within a single geographic view, users can explore relationships that would otherwise remain hidden across separate dashboards and reports. ChartFactor Geo m

Aktiun Engineering
Jul 11 min read


Reshape and Explore
As datasets grow larger, the challenge is no longer collecting information, it's making exploration feel effortless. ChartFactor Studio's Pivot Table V2 was built to support that goal. Designed for large-scale datasets, it allows users to reshape and explore information through intuitive drag-and-drop interactions, helping analysts move quickly between questions without losing context. Features such as custom handling of null values, visual themes, and one-click full-screen v

Aktiun Engineering
Jun 241 min read


Effortless Connection, Endless Insight
The usefulness of analytics often comes down to how quickly users can move from raw data to meaningful exploration without unnecessary setup or workflow friction slowing things down. ChartFactor Studio is designed to make that process more flexible and approachable from the start. Users can build interactive dashboards using a wide range of visualizations, create reusable custom queries, and explore data dynamically while still maintaining clear control over how information i

Aktiun Engineering
Jun 171 min read


Flexible Analytics, Local Control
The usefulness of analytics often comes down to how quickly users can move from raw data to meaningful exploration without unnecessary setup or workflow friction slowing things down. ChartFactor Studio is designed to make that process more flexible and approachable from the start. Users can build interactive dashboards using a wide range of visualizations, create reusable custom queries, and explore data dynamically while still maintaining clear control over how information i

Aktiun Engineering
Jun 101 min read


Uncover Patterns At Every Scale
Seeing where something happens often changes how you interpret what is happening - and what action to take next. ChartFactor Geo is built to make spatial analysis both intuitive and scalable. As users move between high-level views and detailed local perspectives, visualizations remain responsive, helping patterns emerge without overwhelming the interface. A key advantage is the ability to work with multi-layer geo maps, combining data from different sources and engines into a

Aktiun Engineering
Jun 51 min read


Dynamic Mapping, Live Insight
Sometimes the best way to understand a dataset is to explore it geographically and interact with it in real time rather than looking at static charts or reports. That’s one of the core ideas behind the ChartFactor’s Airbnb analytics application. Built using public InsideAirbnb data, the app allows users to explore listings through a fully interactive geo experience - comparing entire homes vs. private rooms, higher-activity vs. lower-activity listings, pricing trends, estimat

Aktiun Engineering
May 271 min read


Designing Analytics for Experimentation and Discovery
“An essential aspect of creativity is not being afraid to fail.” - Edwin Land In analytics, progress rarely comes from getting everything right the first time. It comes from being able to explore, test, and refine ideas quickly - without unnecessary friction slowing the process down. That’s why the design of an analytics platform matters as much as its capabilities. Tools need to support experimentation in a way that feels natural, allowing users to move between questions, ex

Aktiun Engineering
May 201 min read


Flexible Data, Deeper Insight
As data products evolve, expectations move beyond simple dashboards toward deeper, more flexible analysis. ChartFactor supports this shift through capabilities designed for both scale and usability. Pivot Table V2 allows teams to work with large datasets while maintaining interactivity, supporting flexible exploration, more advanced data manipulation, and a more fluid way of moving between different levels of detail within the same dataset. At the same time, multi-layer geo m

Aktiun Engineering
May 131 min read


HPTC - Complex Pricing, Seamless Flow
Data may be accessible in principle, yet still difficult to use meaningfully in real workflows. Hospital pricing data in the U.S. is a clear example. Machine Readable Files (MRFs) are large, fragmented, and challenging to work with, making meaningful analysis difficult without the right tools. Our https://HPTC.us application was designed to address that gap. Using ChartFactor Studio and embedded analytics components, the application transforms complex healthcare pricing data

Aktiun Engineering
May 61 min read


Explore With Confidence
Speed in analytics isn’t just about performance - it’s about how quickly users can move from a question to a meaningful answer. ChartFactor Studio continues to refine that experience by making interaction more direct and flexible. Users can filter data intuitively and explore results without unnecessary steps, allowing analysis to flow more naturally from one insight to the next. Studio also supports custom queries, giving teams greater control over how logic is defined and r

Aktiun Engineering
Apr 291 min read


Beyond Data: Building Systems That Reveal What Matters
“The greatest value of a picture is when it forces us to notice what we never expected to see.” - John Tukey In modern analytics, the real challenge isn’t collecting data - it’s shaping it into something people can actually use. ChartFactor Studio and ChartFactor Geo are built around this principle, focusing on practical interaction, responsive exploration, and scalable performance so teams can move naturally from raw data to meaningful understanding. Improvements to data ex

Aktiun Engineering
Apr 221 min read


Spatial Insight, Clear Decisions
Geospatial analytics becomes truly powerful when performance remains consistent at every level of detail. ChartFactor Geo enables interactive spatial visualisations that stay responsive as users zoom, filter, and refine their view, allowing teams to move naturally from high-level geographic patterns to precise local insights. This smooth interaction makes it easier to identify trends, uncover anomalies, and explore spatial relationships without overwhelming the interface. Su

Aktiun Engineering
Apr 151 min read


Smooth Connection, Rapid Discovery
Strong analytics platforms remove friction long before insights are delivered. ChartFactor Studio continues to streamline how users connect to and explore their data, with optimized Text Search delivering faster and more responsive results across large datasets. Whether narrowing down records or refining queries step by step, search now feels more immediate, helping users move from question to answer with less effort. Studio also improves authentication and connection workflo

Aktiun Engineering
Apr 81 min read


Fast Exploration, Clear Insight
When working with live data, even small improvements in interaction can significantly accelerate the path to insight. ChartFactor Studio’s latest Raw Data Table enhancements are designed to make exploration more direct and intuitive. Users can now filter directly from selected cells, turning a simple interaction into an immediate analytical step and reducing the time spent navigating menus or building manual filters. Copy-and-paste support also makes it easier to extract and

Aktiun Engineering
Apr 11 min read


Why Small Improvements Drive Great Analytics Platforms
“Excellence is a habit.” - Will Durrant In analytics platforms, excellence rarely comes from one dramatic release. It comes from steady refinement - improving how people filter, search, connect, and explore data every day. Recent updates in ChartFactor Studio reflect that mindset. Filtering directly from selected cells makes exploration faster and more intuitive. Copy-and-paste support simplifies collaboration and validation. Search responsiveness has been enhanced for large

Aktiun Engineering
Mar 251 min read


Spatial Precision At Every Scale
Geo analytics becomes truly valuable when interaction remains smooth - even as datasets expand dramatically. ChartFactor Geo supports interactive, client-side map visualisations that stay responsive as users zoom, filter, and refine their perspective. As views shift from broad regions to detailed local insights, spatial precision adapts naturally, helping users uncover patterns without overwhelming the interface. Support for partitioned and clustered datasets - including geoh

Aktiun Engineering
Mar 181 min read


Faster Searches, Better Decisions
Data exploration often begins with a search - and the faster that search responds, the faster better decisions can follow. ChartFactor Studio’s Text Search component has been optimized to deliver quicker, more responsive results, particularly when handling large volumes of data. Whether narrowing down records or refining queries step by step, search now feels sharper and more immediate, supporting a smoother analytical workflow. Studio also provides an improved authentication

Aktiun Engineering
Mar 111 min read


Intuitive Visualization For Data Explorers
When you’re working with live data, speed shapes how you think - and how confidently you explore. ChartFactor Studio’s latest Raw Data Table improvements are designed to make interaction more natural and immediate. Users can now filter directly from selected cells, turning a simple click into an instant analytical pathway without stepping away from the flow of exploration. It reduces the distance between question and answer, helping teams iterate faster as they refine their t

Aktiun Engineering
Mar 41 min read


Introducing HPTC - Turning Hospital Price Transparency into Usable Intelligence
Hospital pricing is public. But until now, it hasn’t been usable. Today, we’re proud to present HPTC (Health Price Transparency Companion) - an application designed to make hospital MRF (Machine Readable File) data accessible, searchable, and actionable. Every hospital in the U.S. publishes massive pricing files in JSON and CSV formats. While technically transparent, these files are often complex, inconsistent, and difficult to analyze without specialized tools. That’s where

Aktiun Engineering
Feb 251 min read


Scaling Without the Noise
“Good design is as little design as possible.” - Dieter Rams The best analytics systems don’t draw attention to themselves. They simply work; adapting as products grow, data scales, and user needs change. ChartFactor is built around that principle. Its architecture avoids unnecessary layers, keeps execution close to the browser, and exposes behaviour clearly to developers. The goal isn’t to abstract everything away, it’s to keep analytics understandable, adaptable, and durabl

Aktiun Engineering
Feb 181 min read
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