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City Data Pipeline – A report about experiences from using Open Data to gather indicators of city performance
Published on Mar 31, 20147278 Views
We present the City Data Pipeline – a system for gathering city performance indicators published as Open Data in order to ease the compilation of studies and reports used within Siemens. Under the ass
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Chapter list
Open City Data Pipeline00:00
City Data - Important for Infrastructure Providers & for City Decision Makers00:52
Current State of Data and Benchmarking System02:55
Leveraging Open Data: Openly available urban indicators frameworks04:35
Leveraging Open Data: Other Open Data Sources05:27
City Data Pipeline: Overview - 106:22
City Data Pipeline: Overview - 206:29
City Data Pipeline: Overview - 306:49
City Data Pipeline: Overview - 406:53
City Data Pipeline: Overview - 506:56
City Data Pipeline: Overview - 607:03
City Data Pipeline: Overview - 707:15
City Data Pipeline: Overview - 807:16
City Data Pipeline: Architecture - 107:39
City Data Pipeline: Architecture - 207:51
City Data Pipeline: Architecture - 308:03
City Data Pipeline: Architecture - 408:50
City Data Pipeline: Architecture - 508:53
City Data Pipeline: Architecture - 608:58
City Data Pipeline: Current Data - Summary09:05
City Data Pipeline: Web Interface - 110:15
City Data Pipeline: Web Interface - 210:26
City Data Pipeline: Web Interface - 311:00
Applications & Challenges: Application: trend prediction -Example "Seestadt Aspern"11:16
Data Prediction/Quality: Statistical methods11:23
Statistical Methods12:02
Applications & Challenges: Integration & enrichment of "Green City Index" Data13:46
Collected Data vs. Green City Index Data: Overlaps13:50
Applications & Challenges: Challenges with Open Data Experienced15:00
Challenges & Lessons Learnt - Is Open Data fit for industry? - 115:10
Challenges & Lessons Learnt - Is Open Data fit for industry? - 215:47