Create worksheets, dashboards, and stories from New York City bike-sharing data visualization by using the software Tableau.
To solidify the proposal, one of the key stakeholders would like to see a bike trip analysis . For this analysis by Using Python and Pandas functions, i converted the "tripduration" column from an integer to a datetime datatype to get the time in hours, minutes, and seconds (00:00:00). And then the "tripduration" column would export the DataFrame as a CSV file to use for the trip analysis and created a set of visualizations inorder to:
- Show the length of time that bikes are checked out for all riders and genders
- Show the number of bike trips for all riders and genders for each hour of each day of the week
- Show the number of bike trips for each type of user and gender for each day of the week.
In terms of starting a bike-sharing company several metrics shouldd be focused on:
- Location A majority of bikes should be easily accessible, as well as housed at high-traffic locations where they are more likely to be checked out and returned.
- Inventory Bikes will need to be available during peak hours which are generally 5 am-9 am and 4 pm-7 pm. This is due to most of the population in the U.Shasg a traditional work schedule.
What I like the most is the ability to dig deep into data to get a better insight. There are lots of features to take advantage of, and also like community help is always out there if we stalk.
Large files take a while to load or Elapse time and sometimes they will crash which is inconvenient. Since there is no auto-save function, we could lose our work.