The ckanext-datavic-stats extension, a fork of CKAN's built-in statistics plugin, provides enhanced statistical analysis capabilities specifically tailored for data portals like data.gov.au. It modifies the core statistics functionality to provide more relevant and accurate insights. The extension focuses on presenting a refined view of data usage and engagement, optimizing the presentation of key metrics for informed decision-making. Key Features: Exclusion of Private Datasets: Removes private datasets from almost all statistical calculations (except for the top users section), ensuring that public statistics accurately reflect openly accessible data. This prevents skewing of results due to internal or non-public data. Summary Page Enhancement: Introduces or enhances a summary stats page, allowing administrators and users to quickly grasp key metrics related to dataset usage and engagement. This includes important data regarding the number of available public datasets. Activity Summary Page: Adds a dedicated activity summary page that aggregates public data activity metrics, providing a consolidated view of user interactions, dataset updates, and other relevant portal events. This enhances transparency and allows for better tracking of data portal usage. Organization-Level Public/Private Dataset Counts: Provides a dedicated page for organizations outlining the count of both public and private datasets they manage. This enhances organizational transparency and allows for easy auditing of data visibility settings. Use Cases: Data Portals: Enhances the statistical reporting capabilities of open data portals by focusing statistics on public datasets, providing portal administrators and users with more actionable insights into the use of openly accessible data and ensuring key statistics reflect the portals publicly available data offerings. Data Governance: Helps organisations monitor and maintain their data portfolios, with clear indicators of how much data is public. Technical Integration: This extension modifies the existing CKAN statistics plugin, seamlessly integrating with CKAN's user interface and backend. It likely overrides or extends the default statistical calculations and templates to implement its specific features without requiring substantial alterations to the core CKAN system. Benefits & Impact: By focusing statistics on public datasets, ckanext-datavic-stats provides portal administrators a clearer picture of which data is used and how. Added summary pages and organization data counts provide better ways for end users to understand their catalog's data, helping increase its value and utility. The exclusion of private datasets makes metrics more relevant for external users interested in open data usage trends and more targeted insights that can inform promotion and improvement strategies.

Analysis of ‘1.15 Insurance Services Organization (summary)’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://catalog.data.gov/dataset/0905a875-5513-4591-aeaf-370103dc476a on 11 February 2022.

--- Dataset description provided by original source is as follows ---

ISO is an independent advisory organization that collects information on a community's building-code adoption and enforcement services in order to provide a ranking for insurance companies. ISO assigns a Building Code Effectiveness Classification from 1 to 10 based on the data collected. Class 1 represents exemplary commitment to building-code enforcement.

Municipalities with better rankings are lower risk, and their residents' insurance rates can reflect that. The prospect of minimizing catastrophe-related damage and ultimately lowering insurance costs gives communities an incentive to enforce their building codes rigorously.

This page provides data for the Insurance Services Organization (ISO) performance measure.

This data includes residential and commercial building code enforcement ratings for the City of Tempe.

The performance measure dashboard is available at 1.15 Insurance Services Organization (ISO) Rating

Additional Information

Source: Insurance Service Organization Rating

Contact: Chris Thompson

Contact E-Mail: Christopher_Thompson@tempe.gov

Data Source Type: Excel

Preparation Method: Information added to Excel spreadsheet from rating report

Publish Frequency: Every 5 Years

Publish Method: Manual

Data Dictionary

--- Original source retains full ownership of the source dataset ---

Likelihood ratios for each presentation where indicted in selected studies.