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Business Intelligence (BI) Data Analysis Software
Crash Analysis Using Business Intelligence (BI) Data Analysis Software 2019 WesternITE Annual Meeting Presented by Yung Koprowski, PE, PTOE, RSP
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Crash Analysis The main purpose of crash analysis is to improve safety by identifying crash patterns, mitigating crash severity, and reducing the number of crashes by adopting suitable countermeasures. The City of Peoria, Arizona desired a tool that would help staff respond quickly and confidently to requests from management and residents.
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Arizona Motor Vehicle Crash Data
Columns of Data Incident – 75 Person – 45 Unit – 66 Arizona Motor Vehicle Crash Data
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Existing Crash Data Acquisition
Arizona Department of Transportation Crash Records Section compiles and maintain a database of all crashes occurring within the state Incident, Person, and Unit .csv file obtained annually each summer for the previous year of data Number Codes Leading, Inner, and Trailing Spaces, misspelled street names
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Crash Analysis Drawbacks
MAG RTSIMS Tool – Exported Report Crash Analysis Drawbacks Accuracy MAG RTSIMS Tool – Query Exported to Excel Formatting Crash Analysis Tool Vendors Manual Pivot Table Queries in Excel & Charts Antiquated, Complex, $$ Time
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Business Intelligence (BI) Software
Suite of tools designed to source, sort, consolidate, analyze and present complex data into digestible reports for insights Leverages big data and cloud-computing to simplify complex data analysis Easy to deploy, use and integrate with existing systems Standalone applications or part of an enterprise suite
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Building the Power BI Report – Connect, Prep, and Transform the Data
Relationships Connected the Excel files for the Incident, Person, and Unit crash data. Created a relationship between Incident, Person, and Unit through the “Incident ID” common to each. Applied over 140 steps to de-code attributes, correct data, and add new sorting columns. Code Text New Columns
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Building the Power BI Report – Create Interactive Report
Hundreds of modern data visuals from Microsoft and partners Drag-and-drop canvas Design the report with theming, formatting, and layout tools From Power BI Desktop published to Power BI Service (web)
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Yung Koprowski, PE, PTOE, RSP
Chris Lemka, PE City Traffic Engineer City of Peoria Yung Koprowski, PE, PTOE, RSP Principal Y2K Engineering, LLC.
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