Added all of Lukasz's code

.gitignore

@@ -127,33 +127,7 @@ dmypy.json
 
 # Pyre type checker
 .pyre/
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_All_Data_(Normalized)/Trade_DetailedTradeMatrix_E_All_Data_(Normalized).csv
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_All_Data_(Normalized)/Trade_DetailedTradeMatrix_E_AreaCodes.csv
-.gitignore
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_All_Data_(Normalized)/Trade_DetailedTradeMatrix_E_Flags.csv
-.gitignore
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_Oceania/Trade_DetailedTradeMatrix_E_AreaCodes.csv
-.gitignore
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_Oceania/Trade_DetailedTradeMatrix_E_Oceania.csv
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_Oceania/Trade_DetailedTradeMatrix_E_ItemCodes.csv
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_Oceania/Trade_DetailedTradeMatrix_E_Flags.csv
-.gitignore
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_All_Data_(Normalized)/Trade_DetailedTradeMatrix_E_ItemCodes.csv
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_Oceania/Trade_DetailedTradeMatrix_E_Oceania_NOFLAG.csv
-.gitignore
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_Oceania.zip
-data/FAO_trade_matrix/Trade_DetailedTradeMatrix_E_All_Data_(Normalized).zip
-data/oceania_only_for_testing/Trade_DetailedTradeMatrix_E_AreaCodes.csv
-data/oceania_only_for_testing/Trade_DetailedTradeMatrix_E_Flags.csv
-data/oceania_only_for_testing/Trade_DetailedTradeMatrix_E_ItemCodes.csv
-data/oceania_only_for_testing/Trade_DetailedTradeMatrix_E_Oceania_NOFLAG.csv
-data/oceania_only_for_testing/Trade_DetailedTradeMatrix_E_Oceania.csv
-data/Trade_DetailedTradeMatrix_E_All_Data/Trade_DetailedTradeMatrix_E_All_Data_NOFLAG.csv
-data/Trade_DetailedTradeMatrix_E_All_Data/Trade_DetailedTradeMatrix_E_All_Data.csv
-data/Trade_DetailedTradeMatrix_E_All_Data/Trade_DetailedTradeMatrix_E_AreaCodes.csv
-data/Trade_DetailedTradeMatrix_E_All_Data/Trade_DetailedTradeMatrix_E_Flags.csv
-data/Trade_DetailedTradeMatrix_E_All_Data/Trade_DetailedTradeMatrix_E_ItemCodes.csv
-data/data_raw/Trade_DetailedTradeMatrix_E_All_Data.zip
-
-# Ignores all pickle files
+
 *.pkl
+*.zip
+

LICENSE

@@ -175,18 +175,7 @@
 
    END OF TERMS AND CONDITIONS
 
-   APPENDIX: How to apply the Apache License to your work.
-
-      To apply the Apache License to your work, attach the following
-      boilerplate notice, with the fields enclosed by brackets "[]"
-      replaced with your own identifying information. (Don't include
-      the brackets!)  The text should be enclosed in the appropriate
-      comment syntax for the file format. We also recommend that a
-      file or class name and description of purpose be included on the
-      same "printed page" as the copyright notice for easier
-      identification within third-party archives.
-
-   Copyright [yyyy] [name of copyright owner]
+   Copyright 2024 Florian Ulrich Jehn
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.

data/data_raw/readme.txt

@@ -0,0 +1 @@
+Drop FAO production and trade zips here. 

data/preprocessed_data/Maize_Y2021_Global_production.csv

@@ -0,0 +1,197 @@
+,Value
+Afghanistan,180000.0
+Albania,414270.8
+Algeria,18491.0
+Angola,2970208.0
+Antigua and Barbuda,10.68
+Caribbean,502699.09
+Azerbaijan,279248.3
+Argentina,60525805.0
+Australia,305655.87
+Austria,2434900.0
+Bahamas,668.49
+Bahrain,0.0
+Bangladesh,4116438.0
+Armenia,6000.0
+Barbados,49.9
+Belgium,449890.0
+Micronesia,91.81
+Bhutan,30938.64
+Bolivia (Plurinational State of),1224719.66
+Bosnia and Herzegovina,893124.0
+Botswana,67436.11
+Brazil,88461943.0
+Belize,108743.0
+Solomon Islands,0.0
+Brunei Darussalam,0.0
+Bulgaria,3427310.0
+Myanmar,2300000.0
+Burundi,280000.0
+Belarus,1148000.0
+Cambodia,920000.0
+Cameroon,2100146.82
+Canada,13983859.0
+Cabo Verde,449.0
+Central African Republic,90000.0
+Sri Lanka,472443.9
+Chile,793821.78
+China; mainland,272552000.0
+China; Taiwan Province of,210124.0
+Colombia,1591400.0
+Comoros,6288.7
+Congo,13000.0
+Democratic Republic of the Congo,2243379.0
+Cook Islands,0.0
+Costa Rica,6246.0
+Croatia,2242120.0
+Cuba,238721.0
+Cyprus,0.0
+Czechia,988040.0
+Benin,1628148.88
+Denmark,45270.0
+Dominica,193.43
+Dominican Republic,54725.12
+Ecuador,1699369.61
+El Salvador,881000.0
+Equatorial Guinea,0.0
+Ethiopia,10722000.0
+Eritrea,20000.0
+Estonia,0.0
+Faroe Islands,0.0
+Fiji,1438.0
+Finland,0.0
+France,15358300.0
+French Polynesia,0.0
+Djibouti,16.99
+Gabon,45172.92
+Georgia,233000.0
+Gambia,20000.0
+Palestine,0.0
+Germany,4462400.0
+Ghana,3500000.0
+Kiribati,0.0
+Greece,1322940.0
+Grenada,382.66
+Guatemala,1960000.0
+Guinea,798327.0
+Guyana,4000.0
+Haiti,200000.0
+Honduras,673592.27
+China; Hong Kong SAR,0.0
+Hungary,6424630.0
+Iceland,0.0
+India,31650000.0
+Indonesia,20010000.0
+Iran (Islamic Republic of),320169.71
+Iraq,374400.0
+Ireland,0.0
+Israel,68224.0
+Italy,6079960.0
+Côte d'Ivoire,1140000.0
+Jamaica,2122.0
+Japan,166.5
+Kazakhstan,1129508.48
+Jordan,25000.0
+Kenya,3303000.0
+Republic of Korea,78000.0
+Kuwait,12833.0
+Kyrgyzstan,691139.0
+Lao People's Democratic Republic,1050000.0
+Lebanon,3000.0
+Lesotho,90000.0
+Latvia,0.0
+Liberia,0.0
+Libya,3452.03
+Lithuania,104680.0
+Luxembourg,460.0
+China; Macao SAR,0.0
+Madagascar,232026.0
+Malawi,4581000.0
+Malaysia,74718.65
+Maldives,143.75
+Mali,3603000.0
+Malta,0.0
+Mauritania,12000.0
+Mauritius,1106.0
+Mexico,27503477.82
+Mongolia,0.0
+Republic of Moldova,2792700.0
+Montenegro,2584.03
+Morocco,48637.3
+Mozambique,2100000.0
+Oman,15545.0
+Namibia,91869.0
+Nauru,0.0
+Nepal,2997733.0
+Netherlands (Kingdom of the),171420.0
+New Caledonia,7417.0
+Vanuatu,915.96
+New Zealand,209281.0
+Nicaragua,375726.0
+Niger,5681.0
+Nigeria,12745000.0
+Niue,0.0
+Norway,0.0
+Micronesia (Federated States of),91.81
+Marshall Islands,0.0
+Pakistan,10634831.0
+Panama,135425.0
+Papua New Guinea,12622.34
+Paraguay,4088093.0
+Peru,1582135.0
+Philippines,8300321.8
+Poland,7321910.0
+Portugal,752490.0
+Guinea-Bissau,16971.0
+Timor-Leste,56058.0
+Puerto Rico,24.02
+Qatar,2809.0
+Romania,14820690.0
+Russian Federation,15239865.1
+Rwanda,482682.0
+Saint Kitts and Nevis,0.0
+Saint Lucia,0.0
+Saint Vincent and the Grenadines,801.78
+Sao Tome and Principe,598.43
+Saudi Arabia,59000.0
+Senegal,754620.83
+Serbia,6027130.66
+Seychelles,0.0
+Sierra Leone,22544.65
+Singapore,0.0
+Slovakia,1579120.0
+Viet Nam,4446383.17
+Slovenia,388830.0
+Somalia,75000.0
+South Africa,16870705.0
+Zimbabwe,1469664.0
+Spain,4597660.0
+Sudan,23363.99
+Suriname,27.0
+Eswatini,100000.0
+Sweden,14900.0
+Switzerland,98216.0
+Syrian Arab Republic,309841.4
+Tajikistan,240000.0
+Thailand,5300000.0
+Togo,929000.0
+Tonga,0.0
+Trinidad and Tobago,5000.0
+United Arab Emirates,23638.73
+Tunisia,0.0
+Türkiye,6750000.0
+Turkmenistan,7699.22
+Uganda,2800000.0
+Ukraine,42109850.0
+North Macedonia,134036.0
+Egypt,7500000.0
+United Kingdom of Great Britain and Northern Ireland,0.0
+United Republic of Tanzania,7039000.0
+United States of America,383943000.0
+Burkina Faso,1913000.0
+Uruguay,769600.0
+Uzbekistan,590016.0
+Venezuela (Bolivarian Republic of),1541647.87
+Samoa,0.0
+Yemen,35000.0
+Zambia,3620243.9