The following samples are produced from the jupyter notebook in: src/notebooks/view_data_preprocessing.ipynb. To run the notebook, please download the data first.
{
'input': '+92% ',
'output': 'property_value',
'input_type': 'text',
'augmentation_status': 'original'
}
For better viewing, the newline token from the data has been replaces with actual newline tokens.
Input:
| 0 | 1 | 2 | 3 |
|-----------------------|---------|---------|----------|
| | FY2021 | FY2022 | % change |
| Scope 2 emissions | 85,341 | 85,050 | -0.3% |
| Scope 1 emissions | 27,716 | 28,500 | 2.8% |
| Scope 1 & 2 emissions | 113,057 | 113,550 | 0.4% |
Output:
| 0 | 1 | 2 | 3 |
|----------|----------------|----------------|----------------|
| empty | time_value | time_value | unit_value |
| property | property_value | property_value | property_value |
| property | property_value | property_value | property_value |
| property | property_value | property_value | property_value |
For better viewing, the newline token and the sep from the data has been replaced with actual newline tokens.
Input:
| 0 | 1 | 2 | 3 |
|-----------------------------------------------------------------|---------|---------|--------------|
| Australia - Scope 1 | 2021 | 2020 | 2022 |
| Emissions from fuel consumption (tCO$_{2}$e) | 17,957 | 14,574 | 19,561 |
| Emissions from Killara Feedlot cattle (tCO$_{2}$e) | 37,462 | - | 44,826 |
| Fuel consumption (GJ) | 255,873 | 207,569 | 278,969 |
| Australia - Scope 2 | | | |
| Electricity consumption from the grid (GJ) | 24,201 | 41,051 | 29,104 |
| Total renewable electricity (MWh) | - | - | 8,084 (100%) |
| Voluntary LGCs | - | - | 6,581 |
| Electricity consumption from the grid (MWh) | 6,722 | 11,403 | 8,084 |
| Mandatory LGCs 1 | - | - | 1,503 |
| Emissions from purchased electricity (tCO$_{2}$e) 2 | 4,982 | 8,946 | 5,801 |
| Total energy (Australia) | | | |
| Total energy consumption (GJ) | 280,074 | | 308,073 |
| China - Scope 2 | | | |
| Electricity consumption from the grid (GJ) | 2,466 | - | 2,580 |
| Scope 2 GHG emissions from electricity consumption (tCO$_{2}$e) | 427 | - | 385 |
Output (excerpt):
| property | property_value | unit | subject | subject_value |
|--------------------------------------------------------------------|------------------|--------|-----------|-----------------|
| Australia - Scope 1 : Emissions from fuel consumption (tCO$_{2}$e) | 17,957 | | | |
| time | 2021 | | | |
| property | property_value | unit | subject | subject_value |
|--------------------------------------------------------------------|------------------|--------|-----------|-----------------|
| Australia - Scope 1 : Emissions from fuel consumption (tCO$_{2}$e) | 14,574 | | | |
| time | 2020 | | | |
| property | property_value | unit | subject | subject_value |
|--------------------------------------------------------------------|------------------|--------|-----------|-----------------|
| Australia - Scope 1 : Emissions from fuel consumption (tCO$_{2}$e) | 19,561 | | | |
| time | 2022 | | | |