Environmental problems are complex and diverse, and various engineering approaches are required to solve them. In this lecture,
we aim to understand the reading method and analysis method of statistical data and measured data related to the environment
systematically and learn a series of processes including the method of summarizing analysis results. As an analysis method
of actual data, we will focus on basic techniques for statistical processing and data analysis (data analysis by Excel and
programming for beginner). This lecture is done in exercise form so that even students with no programming experience can
learn.
We aim to understand the reading method and analysis method of statistical data and measured data related to the environment
systematically and learn a series of processes including the method of summarizing analysis results.
- Students can understand basic knowledge and structure on environment related data.
- Students can understand the knowledge and techniques necessary for statistical analysis.
- Students can practice programming techniques necessary for data analysis.
| Class schedule | HW assignments (Including preparation and review of the class.) | Amount of Time Required | |
|---|---|---|---|
| 1. | Guidance of this lecture | Read the assigned materials. | 100minutes |
| 2. | Let's understand greenhouse gas emission structure in Japan based on statistical data 1 | Start measurement of home electricity consumption data. Review of class contents and survey for assignments. |
200minutes |
| 3. | Let's understand greenhouse gas emission structure in Japan based on statistical data 2 | Review of class contents and submit assignments. | 200minutes |
| 4. | What is the CO2 emission factor? Let's understand energy supply-demand structure in Japan based on statistical data 1 |
Review of class contents and survey for assignments. | 200minutes |
| 5. | Let's understand energy supply-demand structure in Japan based on statistical data 2 | Review of class contents and submit assignments. | 200minutes |
| 6. | Let's understand electricity supply-demand structure in Japan based on statistical data 1 | Review of class contents and survey for assignments. | 200minutes |
| 7. | Let's understand electricity supply-demand structure in Japan based on statistical data 2 | Review of class contents and submit assignments. | 200minutes |
| 8. | Let's understand world electricity supply-demand structure based on statistical data 1 (Group work) | Preparation for group presentation. | 200minutes |
| 9. | Let's understand world electricity supply-demand structure based on statistical data 1 (Group presentation) | Submit materials for group presentation. Acquisition of household electricity consumption data. |
200minutes |
| 10. | Household electricity consumption data analysis by Excel | Review of class contents and submit assignments. | 200minutes |
| 11. | Big data analysis by R (statistical analysis software) 1 | Review of class contents and survey for assignments. | 200minutes |
| 12. | Big data analysis by R (statistical analysis software) 2 | Review of class contents and submit assignments. | 200minutes |
| 13. | Summary of household electricity consumption data (Group work) | Preparation for group final presentation. | 200minutes |
| 14. | Final presentation about summary of household electricity consumption data (Group work) | Submit materials for group final presentation. | 200minutes |
| Total. | - | - | 2700minutes |
| Assignments | Total. | |
|---|---|---|
| 1. | 50% | 50% |
| 2. | 25% | 25% |
| 3. | 25% | 25% |
| Total. | 100% | - |
It is evaluated based on the completeness and achievement of assignments.
- Course that cultivates an ability for utilizing knowledge
- Course that cultivates a basic problem-solving skills
Last modified : Wed Oct 17 07:17:15 JST 2018