Version 2.5.3: Released July 2023

In terms of visualization:

Updated the visual menu, integrating the report, overview, business market, and management center into a subdirectory under "Visualization", so that customers can view the visual report and related operations. Customers can use the SBP capability to display, hide, and rename the menu bar according to their actual applications, so that it is closer to their own business applications
Event analysis, Session analysis, funnel analysis, and retention analysis can be saved as "real-time" business models, and report configuration is supported, improving the visualization capability of real-time models
The report configuration page is upgraded to immersive editing mode, which enhances the editing and analysis capabilities of individual charts, while increasing the overall layout and layout capabilities of a single report
The service Mart supports storage of more analysis models: Distributed analysis, LTV analysis, interval analysis, and attribute analysis can be published to the service Mart and configured visually, greatly improving query efficiency in scenarios with a fixed number of views
The Business Model Splicing capability is added to the business bazaar. Users can splice data through the data table mode of different business models to realize data fusion, viewing and analysis. For example, event indicators and funnel indicators are displayed in the common dimension (such as time). The current version of the table schema only supports four models: event, funnel, retention, and session, and subsequent versions will gradually support other models
Service marketplaces and reports distinguish public space from personal space, improve data asset management capabilities, and allocate computing resources properly
- Supports group management of resources in a space
- Support public space for group member management, group resource management, storage, management, distribution of sedimented/verified data assets, group management by department or business, team collaboration
- Support the sharing and release of personal data resources, which can be circulated in individual or small scope work scenarios, can independently monitor the business data for which they are responsible, and can be used as a draft box to create public assets, hide the processing process, and reduce work interference

In terms of analytical ability：

The attribution analysis model has been comprehensively upgraded to support more attribution scenarios for customers and is more convenient to use：
- The components and the overall page of attribution analysis have been upgraded to improve the interactive experience. For example, the related event configuration of the previous item is moved out and can be directly seen in the analysis condition. The attribution model introduces the optimization of prompt interaction, making the prompt explicit and easier to use
- The computing logic of attribution is optimized, and more attribution analysis scenarios are supported, such as: displaying attribution results according to different time granularity, adding internal filtering of a single event to be attributed, grouping according to attributes of the event to be attributed, and supporting virtual events for target transformation events
Comprehensively upgrade the single user behavior sequence, optimize the analysis process, and cover more analysis scenarios：
- Added the User Search entry "User Details", which allows you to search for a target user by ID or criteria
- User base information section, add "user label" and "user group" display, can quickly view comprehensive and diverse user information
- Support for focused viewing and analysis of key events, such as: support "highlight events", in the process of browsing behavior sequence, key events at a glance; Supports "Focus events", which extracts and displays the events concerned by the business separately, and supports the upstream and downstream behaviors, and plays back the behaviors before and after the focused events
- Integrate with the metric platform, support the use of "metrics" to directly analyze target users in a single user behavior sequence, such as calculating the total recharge amount of the user in the past 30 days.

In terms of metric platform:

In metric management, added the pre-set "user count" metric, supporting the analysis of user count by dimension directly; added the precision display of metric creation in the analysis model, supporting precision configuration up to five decimal places; added the feature to bookmark metrics in "My Favorites" group for quick access to commonly used metrics.
In dimension management, added the ability to create dimensions through custom rules, making dimension creation more diverse and efficient.
In metric analysis, upgraded the metric selection component, supporting quick filters for "My Favorites", "Created by Me", and other metrics.
In metric platform, improved the flexibility of grouping and the smoothness of quick operations in lists.

In terms of internationalization:

In report visualization, added the display of time zones, making it easier for users to understand the data context in visualizations.
In the English environment, fixed the translation accuracy of SA products and made some UI adjustments to fit the style in English.

In terms of tag segmentation:

Provided the ability to create multi-entities segments
Optimized the calculation capability of tags/segments

In terms of platform capability:

Support platform-level account management, facilitating administrators to add members from a global perspective and batch project permission allocation for individual members.
Support custom sending of internal messages to all members
Support custom color configuration for top and side navigation bars
Resource management supports overview, bookmark deletion and recovery capabilities

Version 2.5.2: April 2023 release

In visualization：

The report and overview also support webhook image push, which visually reflects the data overview
Drag-and-drop visualizations for event and Session analysis and more general graphical extensions in report visualizations, as well as continuous iteration on detailed features and experiences such as real-time SQL caching, hyperlinks, frozen columns, numerical filtering, remarks, and more
The scheduling and secondary computing capabilities of the business market are enhanced, including the expansion of the coverage of custom calculation fields, data archiving and refreshing after the change of indicator caliber, etc., which will gradually support more processing capabilities in the future; Continuous improvement of scheduling, support for large data volume scheduling computing task splitting, expiration reminder anomaly monitoring and other comprehensive data asset monitoring and maintenance capabilities

In terms of analytical ability：

Classic event analysis, session analysis, retention analysis, funnel analysis, and distribution analysis have been upgraded to improve scene coverage capabilities and user experience design, while supporting the API capabilities of common channels. User-defined analysis Adds the ability to view meta event information, including the Chinese name of an event and the mapping between an event and an attribute
The object array supports the initial application (event analysis) in the analysis model, solves the problem of multiple reporting of nested structure data, and has good support for data acquisition under the scenario of order details (including order name, quantity, amount, etc.), and gift package content after winning the game
Some analysis Settings interface configuration

In terms of indicator platform：

Index platform multi-agent indicators, session indicators, window indicators to create access, strengthen the analysis ability, expand the scope of analysis, to meet the demands of integration analysis

In terms of grouping and labeling：

Multi-agent tags can be created and managed, and multi-agent clusters can be saved and managed from event analysis results to meet a wider range of analysis scenarios and business scenarios
The ability of group management has been perfected. Add the Group Recycle bin function, enabling you to move the group to the recycle bin, recover from the recycle bin, or delete the group completely, taking into account security and convenience
Optimize scheduling capabilities for labels and clusters. The earliest computing time can be specified for routine labels or clusters. Scheduling time can be flexibly allocated to improve computing efficiency

In the system setup, resource management and operation and maintenance productization：

Resource management On the basis of query task statistics and analysis, increase business resource management capabilities, support event table, user table, label, cluster, overview, bookmark global quantity statistics, query reference statistics and other capabilities, support customers and delivery students for initial resource diagnosis and optimization decisions

In terms of internationalization：

We support the overview and analysis model more complete multi-time zone data viewing capabilities, one-click change of the overview time zone allows users to analyze overseas business scenarios convenient and efficient, while the business market also supports the storage of multi-time zone analysis models
Labels and groupings also support the creation of different time zones to meet customers' international digital operations scenarios

In terms of data quality：

Advanced mode and simple mode are added to buried data query, providing different levels of filtering conditions and query efficiency to meet a variety of query scenarios