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32 | 32 | "cell_type": "markdown",
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33 | 33 | "metadata": {},
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34 | 34 | "source": [
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35 |
| - "The first step in GETTSIM's new workflow is to define the targets you're interested in.\n", |
36 |
| - "The key sequences of the nested dictionary below are the paths GETTSIM will use as\n", |
37 |
| - "targets. For instance, via the path `einkommensteuer` and `betrag_m_sn`, we request the\n", |
38 |
| - "amount of income tax to be paid monthly at the Steuernummer level. *Note: Of course, the\n", |
39 |
| - "income tax is paid annually and calculated at that level, but GETTSIM will do the\n", |
40 |
| - "conversion for you.*\n", |
| 35 | + "The first step in GETTSIM's workflow is to define the targets of the taxes and transfers\n", |
| 36 | + "system you are interested in. The key sequences of the nested dictionary below are the\n", |
| 37 | + "paths GETTSIM will use as targets. For instance, via the path `einkommensteuer` and\n", |
| 38 | + "`betrag_m_sn`, we request the amount of income tax to be paid monthly at the\n", |
| 39 | + "Steuernummer level. *Note: Of course, the income tax is paid annually and calculated at\n", |
| 40 | + "that level, but GETTSIM will do the conversion for you.*\n", |
41 | 41 | "\n",
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42 | 42 | "The values on the lowest level of the dictionaries (called leaves) will be used as the\n",
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43 | 43 | "column names of the resulting DataFrame. Here, `income_tax_m` will be the name of the\n",
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84 | 84 | "are interested in. We can do this by specifying a template as the `main_target` of\n",
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85 | 85 | "`gettsim.main`.\n",
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86 | 86 | "\n",
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87 |
| - "Because we are interested social insurance contributions paid when being in regular\n", |
88 |
| - "employment, we are not interested in retirees or households which depend on social\n", |
| 87 | + "Because we are interested in social insurance contributions paid when being in regular\n", |
| 88 | + "employment, we are not interested in retirees or in households which depend on social\n", |
89 | 89 | "assistance. We can override these transfers when requesting the template. This removes\n",
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90 | 90 | "the input data needed to compute these transfers from the template."
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91 | 91 | ]
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