https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg Based on what you learnt in Geography in Semester 1, consider what could be some transport-related issues that are prevalent in Singapore? What kind of data would help you to address those issues? How do you think data analytics can enable you to answer those questions? en-us 2022-06-24 05:51:28 UTC 2022-06-28 10:18:23 UTC hello@padlet.com https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231134774 sustainability ❤️😍💕✨✨✨]]> 2022-06-27 05:29:02 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231134774 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231134983 2022-06-27 05:29:20 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231134983 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231134996 - data: how long do traffic lights blink (intervals ???)?; number of people who drive cars / other vehicles; when is the peak hour(s); how long it takes for people to cross the road; what roads are the most busy; what speed do people usually drive at; does rainy weather affect the speed at which people drive at; how does weather affect traffic congestion?]]> 2022-06-27 05:29:21 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231134996 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135008 2022-06-27 05:29:22 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135008 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135144 2022-06-27 05:29:34 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135144 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135148 2022-06-27 05:29:34 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135148 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135159 2022-06-27 05:29:35 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135159 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135225 2022-06-27 05:29:40 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135225 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135235 Find out why the breakdowns happen (eg faulty machinery?), how often the breakdowns occur.]]> 2022-06-27 05:29:40 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135235 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135252 2022-06-27 05:29:42 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135252 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135272 useful data: income, number of commuters on the various kinds of transport, transportation modes and ridership overseas, transportation fares, how frequent the various modes of transport are used

how can the data help us?: it can help us to find out how commuters are affected by the transport fares (positively/negatively), frequency of ridership and how we can learn from other countries to improve our transportation modes ; to find out the estimated affordable price of public transport that the Singapore government should introduce]]> 2022-06-27 05:29:43 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135272 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135371 2022-06-27 05:29:51 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135371 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135376 2022-06-27 05:29:52 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135376 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135391 2022-06-27 05:29:53 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135391 amandachenzy https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135404 2022-06-27 05:29:55 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135404 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135513 2022-06-27 05:30:06 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135513 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135573 why so many people want go jb ]]> 2022-06-27 05:30:11 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135573 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135768 2022-06-27 05:30:31 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135768 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135781 2022-06-27 05:30:32 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135781 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135806 2022-06-27 05:30:34 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135806 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135823 Data analytics can highlight the problem and allow us to come up with diff solutions to solve the problem 
Some problems include (based on what ive seen):
-people occupying reserved seats]]> 2022-06-27 05:30:36 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135823 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135903 The amount of people on various buses and mrt to increase or decrease time taken for the next mrt or train]]> 2022-06-27 05:30:43 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135903 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135916 2022-06-27 05:30:43 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135916 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135954 Data: where is it at? How long is it? When does it occur? ]]> 2022-06-27 05:30:47 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231135954 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136035 2022-06-27 05:30:56 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136035 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136042 2022-06-27 05:30:57 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136042 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136085 find out how much carbon emissions are emitted from different transports in Singapore and conclude which one is the most environmentally friendly. ]]> 2022-06-27 05:31:01 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136085 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136127 data on the amount of commuters at certain times of day can help lead us to solutions to reduce congestion on public transport during peak hours ]]> 2022-06-27 05:31:03 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136127 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136244 2022-06-27 05:31:14 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136244 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136276 You can give people a survey to find out how they feel about the issue and after analysing the data collected, you can take steps to make it better. For example, if people think MRT stations aren’t inclusive, you can ask them what amenities you can put in to make it more inclusive ]]> 2022-06-27 05:31:17 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136276 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136438 - Overcrowding. There are many people who use public transport and causes congestion 
- Unsanitary conditions. Very dirty like rubbish bins
- Slow due to traffic lol
Data which is useful
- Hack LRT files on who have ez link and compare it with the population of SG
- Survey
- See how many people leave on MRT
- Observation
- See which type of people use public transport

]]> 2022-06-27 05:31:32 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136438 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136440 Data analystics can help us to see how severe the pollution in the envrionemnt is and help to reduce it.]]> 2022-06-27 05:31:33 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136440 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136462 2022-06-27 05:31:34 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136462 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136556 what if someone has Low blood sugar and feels lightheaded in the mrt/bus and desperately needs to eat but isn’t allowed to]]> 2022-06-27 05:31:42 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136556 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136767 congestion ]]> 2022-06-27 05:31:53 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231136767 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137005 The car's prices in Singapore is so expensive]]> 2022-06-27 05:32:16 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137005 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137013 Data of the average number of cars going through the roads from jb to sg every month and implementing more stamping stations (?) when there is the most traffic]]> 2022-06-27 05:32:17 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137013 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137110 traffic conjunction 
Data that can show clearly where's the traffic jam, and through the analysis of map, recommend the route that’s away from the traffic jam]]> 2022-06-27 05:32:27 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137110 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137193
Data from when we tap in to the bus can allow authorities to see how many people take the bus at peak hours to consider allocating more buses at that peak hour.]]> 2022-06-27 05:32:35 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137193 aliastheXD https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137370 see the reasons why people drive cars, and try to provide more convenient solutions for cars so that not a lot of people will drive cars.]]> 2022-06-27 05:32:51 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137370 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137433 The data can include the number of vehicles, the type of vehicles etc.]]> 2022-06-27 05:32:56 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137433 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137559 i got squashed in the mrt cuz it was peak hour]]> 2022-06-27 05:33:09 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137559 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137709 2022-06-27 05:33:21 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137709 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137764 Data on the peak hours and the locations of traffic congestions can help solve this issue. After collecting data, the transport management can put more buses and mrt during the peak hours and places which are overcrowded.]]> 2022-06-27 05:33:24 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137764 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137920 Measure decibels in bus mrt
Survey on what are some common noises in public transport 
EG. MRT Sound baby crying aunty on the phone people watching content without earpieces after school hours many students 
Survey on how they think that the noise made can be less noisy 
Survey noisiest times also eg peak hours, morning rush hour

- the best slayers ]]> 2022-06-27 05:33:37 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137920 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137948 problems:
- COE expensive 
- carbon footprint 

data needed: 
- average household income 
- rate of carbon footprint produced per person daily ]]> 2022-06-27 05:33:39 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137948 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137974 Eg the ones at nex]]> 2022-06-27 05:33:42 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231137974 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138197 1. Lack of space. (Congestion)
2. Environmental pollution (still high car ownership.)

Data:
1. Feedback from citizens.
2. The amount of people who take certain transports.
3. Landscape data of space. 
4. Amount of people who rely on certain types of public transports.
5. Carbon footprint from each mode of transport in ratio to the amount of people it can carry and it’s efficiency.

We can use this to analyse data and refine solutions. To know what are the main issues and current best alternatives. And what transport should be expanded or prioritised.]]> 2022-06-27 05:34:02 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138197 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138210 2022-06-27 05:34:04 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138210 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138255 2022-06-27 05:34:09 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138255 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138273 We can make use of data to identify the planes, their routes and track their location. This can help us authorise whether a plane is safe for landing to prevent terrorist attacks]]> 2022-06-27 05:34:11 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138273 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138329 wooo]]> 2022-06-27 05:34:16 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138329 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138409 We can find out the exact number of people that take the train at peak hours, and use that data to estimate how often the trains should come to lessen the crowd on both the trains and mrt stations]]> 2022-06-27 05:34:23 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138409 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138433 The data like number of accidents, fatalities , severe injuries and context of the accidents can be used to find out the cause of the accident so that we can find ways to reduce the number of and injuries caused by xiddents. We can also use surveys to get them to tell us why they lose control and the causes (eg: the road was wet, poor visibility, drunk driving, in a hurry) ]]> 2022-06-27 05:34:26 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138433 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138559 2022-06-27 05:34:41 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138559 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138711 For example the circle line, if I want to go to Marina Bay from HarbourFront, I have to take the train in one big round despite the fact that the 2 stations are quite close and the line should be a circle anyways cos yknow…]]> 2022-06-27 05:34:52 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138711 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138879 Transport related issues
- public transport breaking down
- traffic congestion, people will become stressed and drive more recklessly, causing more accidents
- environmental problems ( CO2 and greenhouse gases produced by cars increases ) 

Kind of data that will help us address these issues: 
- descriptive ]]> 2022-06-27 05:35:08 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138879 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138990 Track peak hours
Figure out number of people who use the buses at those times
Figure out total number of buses going that route
Increase the number of buses and the frequencies of buses according to data collected above

]]> 2022-06-27 05:35:16 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231138990 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231139164 A transport-related issue in Singapore is environmental pollution, such as air and noise pollution. Data of volume of noise generated and quality of air can be collected. It allows us to analyse the issue and possibly come up with sustainable solutions. ]]> 2022-06-27 05:35:32 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231139164 caitlin231_1 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231139428 1. Road congestion: many vehicles emission can cause pollution
2. Timing of congestion, areas that are congested,(eg. PIE, TPE, or estates like AMK) how much vehicle emission
3. Data analytics can help us find out what are the specific problematic places etc, to focus on finding a good solution]]> 2022-06-27 05:35:56 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231139428 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231139586 2022-06-27 05:36:06 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231139586 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231139695 Use the cctv there to analyze the data, decrease the time for waiting if there’s no car on the road]]> 2022-06-27 05:36:16 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231139695 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231140753 descriptive data would help with allowing architects to build a more systematic place for people to move around in an orderly manner with enough space for everyone]]> 2022-06-27 05:37:43 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231140753 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231141224 Interview or send surveys to people that take public transport often. 
It can help me understand what citizens feel about the overcrowding in public transport. It can allow the government to make sure that there is less overcrowding by ensuring they send out the double deck buses during the hours when there are more people taking the buses. ]]> 2022-06-27 05:38:23 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231141224 https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231141239 sometimes the bus goes in a loop and it is quite confusing. this might lead people to take the wrong bus since they do not know that there are different berths for the same bus number.]]> 2022-06-27 05:38:24 UTC https://padlet.com/josephchantaiping/qv3f7hsbb81znxcg/wish/2231141239