This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
PassengerId | Survived | Pclass | Name | Sex | Age | SibSp | Parch | Ticket | Fare | Cabin | Embarked | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0 | 3 | Braund, Mr. Owen Harris | male | 22.0 | 1 | 0 | A/5 21171 | 7.25 | S | ||
2 | 1 | 1 | Cumings, Mrs. John Bradley (Florence Briggs Thayer) | female | 38.0 | 1 | 0 | PC 17599 | 71.2833 | C85 | C | |
3 | 1 | 3 | Heikkinen, Miss. Laina | female | 26.0 | 0 | 0 | STON/O2. 3101282 | 7.925 | S | ||
4 | 1 | 1 | Futrelle, Mrs. Jacques Heath (Lily May Peel) | female | 35.0 | 1 | 0 | 113803 | 53.1 | C123 | S | |
5 | 0 | 3 | Allen, Mr. William Henry | male | 35.0 | 0 | 0 | 373450 | 8.05 | S | ||
6 | 0 | 3 | Moran, Mr. James | male | 0 | 0 | 330877 | 8.4583 | Q | |||
7 | 0 | 1 | McCarthy, Mr. Timothy J | male | 54.0 | 0 | 0 | 17463 | 51.8625 | E46 | S | |
8 | 0 | 3 | Palsson, Master. Gosta Leonard | male | 2.0 | 3 | 1 | 349909 | 21.075 | S | ||
9 | 1 | 3 | Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg) | female | 27.0 | 0 | 2 | 347742 | 11.1333 | S |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Year | Interest rate | Currency | |
---|---|---|---|
1 | 0.03 | EUR | |
2 | 0.031 | EUR | |
3 | 0.032 | EUR | |
4 | 0.033 | EUR | |
1 | 0.020 | GBP | |
2 | 0.021 | GBP | |
3 | 0.022 | GBP | |
4 | 0.023 | GBP |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Currency | Country | |
---|---|---|
GBP | UK | |
EUR | Italy | |
EUR | France | |
EUR | Belgium | |
EUR | Germany |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Client | Insurance product | Country | Duration | Price | Payment year 1 | Payment year 2 | Payment year 3 | Payment year 4 | |
---|---|---|---|---|---|---|---|---|---|
A | Small car | UK | 1 | 200 | 0 | 50 | 30 | 0 | |
B | Small car | Italy | 1 | 100 | 0 | 0 | 0 | 80 | |
C | Small car | UK | 1 | 200 | 0 | 35 | 40 | 20 | |
D | Small car | UK | 1 | 220 | 0 | 40 | 60 | 0 | |
E | Small car | France | 1 | 200 | 0 | 20 | 30 | 50 | |
F | Businss car | Belgium | 1 | 450 | 0 | 100 | 100 | 100 | |
G | Businss car | Germany | 1 | 470 | 0 | 120 | 80 | 0 | |
H | Businss car | UK | 1 | 400 | 60 | 70 | 100 | 0 | |
I | Businss car | UK | 1 | 400 | 50 | 70 | 20 | 80 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Client | Insurance product | Country | Duration | Price | Payment year 1 | Payment year 2 | Payment year 3 | Payment year 4 | |
---|---|---|---|---|---|---|---|---|---|
A | Small car | UK | 1 | 200 | 0 | 50 | 30 | 0 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Year | Cash flows | Currency | Interest rate | Discount factor | |
---|---|---|---|---|---|
0 | 12000 | USD | 0.025 | 1.000 | |
1 | -2000 | USD | 0.025 | 0.976 | |
2 | -2000 | USD | 0.025 | 0.952 | |
3 | -2000 | USD | 0.025 | 0.929 | |
4 | -2000 | USD | 0.025 | 0.906 | |
5 | -2000 | USD | 0.025 | 0.884 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# Groupby product and check the profitability | |
cf_with_rate_df = cf_with_rate_df.groupby("Product")[["Present value"]].sum().reset_index() |