6. Capital Shocks

# Create Capital shocks analysis
capital_shocks = CapitalShocks(client)
building_to_sectors_id = "640200da475d895dfc2de1bd"
# Load remote datasets
capital_shocks.load_remote_input_dataset("buildings_to_sectors", building_to_sectors_id)
capital_shocks.load_remote_input_dataset("buildings", bldg_dataset_id)
capital_shocks.set_input_dataset("failure_probability", gal_bldg_failure_probability)

capital_shocks.set_parameter("result_name", "sector_shocks") # name of csv file with results

---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
Cell In[1], line 2
      1 # Create Capital shocks analysis
----> 2 capital_shocks = CapitalShocks(client)
      3 building_to_sectors_id = "640200da475d895dfc2de1bd"
      4 # Load remote datasets

NameError: name 'CapitalShocks' is not defined

# Run capital shocks analysis
capital_shocks.run_analysis()

sector_shocks_result = capital_shocks.get_output_dataset("sector_shocks")
sector_shocks_result.get_dataframe_from_csv()

	sector	shock
0	HS3I	0.242955
1	HS2I	0.169600
2	HS1I	0.255521
3	IPROFSER	0.337676
4	IRETAIL	0.305653
5	IART	0.333373
6	ICONS	0.240779
7	IHEALTH	0.291747
8	ITRANS	0.197728
9	IREALE	0.426834
10	IACCO	0.358318
11	IUTIL	0.541621
12	IAGMIN	0.102671
13	IEDU	0.519007
14	IWHOLE	0.083857
15	IMANU	0.284975