sandeepbelamagi/Algerian_forest_fires-EDA-FE

# Algerian_forest_fires-EDA & FE Data Set Information: The dataset includes 244 instances that regroup a data of two regions of Algeria,namely the Bejaia region located in the northeast of Algeria and the Sidi Bel-abbes region located in the northwest of Algeria. 122 instances for each region. The period from June 2012 to September 2012. The dataset includes 11 attribues and 1 output attribue (class) The 244 instances have been classified into a "fire™ (138 classes) and a "not fire" (106 classes) classes. ### Attribute Information: 1. Date : (DD/MM/YYYY) Day, month ('june' to 'september'), year (2012) 2. Weather data observations 3. Temp : temperature noon (temperature max) in Celsius degrees: 22 to 42 4. RH : Relative Humidity in %: 21 to 90 5. Ws :Wind speed in km/h: 6 to 29 6. Rain: total day in mm: 0 to 16.8 ##### FWI Components 7. Fine Fuel Moisture Code (FFMC) index from the FWI system: 28.6 to 92.5 8. Duff Moisture Code (DMC) index from the FWI system: 1.1 to 65.9 9. Drought Code (DC) index from the FWI system: 7 to 220.4 10. Initial Spread Index (ISI) index from the FWI system: 0 to 18.5 11. Buildup Index (BUI) index from the FWI system: 1.1 to 68 12. Fire Weather Index (FWI) Index: 0 to 31.1 13. Classes: two classes, namely "Fire" and "not Fire" # Some EDA images of the dataset with FWI ### 1. Fuel Moisture Codes Bejaia Data Report: ### 2. Fuel Moisture Codes Sidi-Bel Abbes Data Report: ### 3. Fire Behavior Indices Bejaia Data Report: ### 4. Fire Behavior Indices Sidi-Bel Abbes Data Report: **According to the Fuel moisture the fire behavior indices are reacted And by Algerian forest fires dataset in the month of August and September the fire incidents occured more**