{
"year_range" : ["1994","1999"],
"features" : ["monthly_income", "water_access", "roof_material", "wall_material", "cb_size", "floor_area", "years_electrified","total_adults","total_children","total_part_time","total_unemployed"],
"searchlist" : ["income", "watersource", "roof", "wall", "main switch", "floor area", "years","males","part time","unemployed"],
"transform": {
	"monthly_income" : "x['income']",
	"water_access" : "4 - x['watersource']",
	"roof_material" : "x['roof']+1",
	"wall_material" : "x['wall']+1",
	"cb_size" : "x['main switch']",
	"floor_area" : "x['floor area']",
	"years_electrified" : "x['years']",
	"total_adults" : "x.fillna(0)['males16to24'] + x.fillna(0)['females16to24'] + x.fillna(0)['males25to34'] + x.fillna(0)['females25to34'] + x.fillna(0)['males35to49'] + x.fillna(0)['females35to49'] + x.fillna(0)['malesolder50'] + x.fillna(0)['femalesolder50']",
	"total_children" : "x.fillna(0)['malesyounger16'] + x.fillna(0)['femalesyounger16']",
	"total_part_time" : "x.fillna(0)['headparttime'] + x.fillna(0)['spouseparttime'] + x.fillna(0)['older16parttime']",
	"total_unemployed" : "x.fillna(0)['headunemployed'] + x.fillna(0)['spouseunemployed'] + x.fillna(0)['older16unemployed']"
	},
"bins" : {},
"labels" : {},
"cut" : {},
"replace" : {
    	"water_access": {
		"1":"nearby river/dam/borehole", 
		"2":"block/street taps", 
		"3":"tap in yard", 
		"4":"tap inside house"
		},
	"roof_material": {
        	"1":"IBR/Corr.Iron/Zinc", 
        "2":"Thatch/Grass", 
        	"3":"Wood/Masonite board", 
		"4":"Brick", 
		"5":"Blocks", 
		"6":"Plaster", 
		"7":"Concrete", 
		"8":"Tiles", 
        	"9":"Plastic", 
        	"10":"Asbestos", 
        "11":"Daub/Mud/Clay"
        	},
	"wall_material": {
		"1":"IBR/Corr.Iron/Zinc", 
		"2":"Thatch/Grass", 
		"3":"Wood/Masonite board", 
		"4":"Brick", 
        	"5":"Blocks", 
        	"6":"Plaster", 
        "7":"Concrete", 
        	"8":"Tiles", 
        	"9":"Plastic", 
		"10":"Asbestos", 
		"11":"Daub/Mud/Clay"
		}
    },
"geo" : "Municipality"
}
