ANLY482 AY2017-18 T2 Group 31 Project Analysis
Exploratory Data Analysis
Indiscriminate parking reports by Categories
We have categorised all the data, and we obtained the following insights:
Indiscriminate parking reports by Reported Time Period
We have categorised all the data based on their reported time period, and we obtained the following insights:
Indiscriminate parking reports by Authorities
When we analyzed the category of the reports from each authority, we obtained the following insights:
Indiscriminate parking reports found in HDB
When we analyzed the reports found in HDB, we obtained the following insights:
Noteworthy number of HDB reports are found at Bedok Reservoir HDB area, between Blk 761 to 769.
Another noteworthy number of HDB reports found also at Bedok Reservoir HDB area, between Blk 760 - 772. All reports were from Town Council. Average time interval for these reports is 937 minutes.
Lastly, Bedok North HDB area, between Blk 134 - 139 has high number of reports from HDB too. All reports were from Town Council. Average time interval for these reports is as follow:
Indiscriminate parking reports found in Parks and Reservoirs
When we analyzed the reports found in Parks and Reservoirs , we obtained the following insights for East Coast Park:
There are noteworthy number of reports made in East Coast Park, and most reports were made during evening, and most were made on Monday, least on weekends. Average time interval for these reports is 236 minutes in November, and 283 minutes in December.
