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# A most simple implementation of Kitzes (2013) in Python.
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The file [`main.py`](main.py) contains a most simple implementation of [Kitzes (2013)](https://doi.org/10.3390/resources2040489) in Python with the packages [NumPy](https://numpy.org/) and [Pandas](https://pandas.pydata.org/).
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The file [`kitzes-2013.py`](kitzes-2013.py) contains a most simple implementation of [Kitzes (2013)](https://doi.org/10.3390/resources2040489) in Python with the packages [NumPy](https://numpy.org/) and [Pandas](https://pandas.pydata.org/).
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> Kitzes, Justin. 2013. ‘An Introduction to Environmentally-Extended Input-Output Analysis’. Resources 2 (4): 489–503. [https://doi.org/10.3390/resources2040489](https://doi.org/10.3390/resources2040489).
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| Consumption-based | Agriculture | 4.80000 | 4.711197 (98.15%) |
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| Consumption-based | Manufacturing | 7.20000 | 7.060348 (98.06%) |
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### Output of [`main.py`](main.py)
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### Output of [`kitzes-2013.py`](kitzes-2013.py)
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```Txt
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>>> Leontief inverse-based results:
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dtype: float64
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```
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[^1]: Calculated for the first eleven production layers (see [`main.py`](main.py)).
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[^1]: Calculated for the first eleven production layers (see [`kitzes-2013.py`](kitzes-2013.py)).

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