Analysing Walking Comfort in Singapore
Our team designed and executed a research study to compare comfort levels of pedestrians walking in Elevated Pedestrian Links and ground level Through-Block Links. For this particular study, we chose Jem as the area of interest. Being a full-fledged research study, there were 3 main frameworks that we used to ensure that it was hollistic and comprehensive:
1. Design Thinking
Collection of user and environmental data through surveys and on-site observations.
2. Data Analysis Methods
Text/sentiment analysis based on user interviews, Hypothesis Testing and Logistic Regression Modelling to generate insights.
3. Blue Ocean Strategy
To facilitate policy recommendations after insight generation.
![uralogo.png](https://static.wixstatic.com/media/3d8b4a_2772840f1cbc4a8ab2b348f1c9a2c4aa~mv2.png/v1/fill/w_160,h_51,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/uralogo.png)
![WordCloud.PNG](https://static.wixstatic.com/media/3d8b4a_cb12b6f8b5dd4124ad70e3bddb2a3a77~mv2.png/v1/fill/w_620,h_351,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/WordCloud_PNG.png)
![Gound Design.PNG](https://static.wixstatic.com/media/3d8b4a_b4bd5722d2fb4a1097d5e03c26935aed~mv2.png/v1/crop/x_0,y_68,w_1949,h_1103/fill/w_620,h_351,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Gound%20Design_PNG.png)
![Project Outline.PNG](https://static.wixstatic.com/media/3d8b4a_9b9c1a693b634abb82d5316cb90d4f68~mv2.png/v1/fill/w_620,h_343,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/Project%20Outline_PNG.png)
![People Counter.png](https://static.wixstatic.com/media/3d8b4a_3a682c9a7c074cf3ad6e74e2b9214701~mv2.png/v1/crop/x_0,y_6,w_1297,h_734/fill/w_620,h_351,al_c,q_85,usm_0.66_1.00_0.01,enc_avif,quality_auto/People%20Counter.png)
![Jem_lvl_1.jpg](https://static.wixstatic.com/media/3d8b4a_122229f000784c22b2659dc11a2bd2d8~mv2.jpg/v1/fill/w_980,h_321,al_c,q_80,usm_0.66_1.00_0.01,enc_avif,quality_auto/3d8b4a_122229f000784c22b2659dc11a2bd2d8~mv2.jpg)
Manpower allocation and managing timelines was crucial since this project had multiple pipelines that were running simulteneously. In the end, I am proud to say that our team was able to meaningfully contribute in taking Singapore one step closer to becoming a highly walkable Smart City.
![Poster.png](https://static.wixstatic.com/media/3d8b4a_d9709829b0754720b339813bdc75c0a5~mv2.png/v1/fill/w_979,h_1385,al_c,q_90,usm_0.66_1.00_0.01,enc_avif,quality_auto/Poster.png)