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Demand forecast for consumer goods with seasonal trait - Coggle Diagram
Demand forecast for consumer goods with seasonal trait
Features
Sales volume
day
area
volume
consumers
area (市町村単位)
ages
gender
core population
moving population: new normal? with wfh accelerated, izakaya seat reduction
income
Historical weather
weather (rain/ sunny/ snow...)
temperature
month/ quarter
weather forecast
day/ week
weather (rain/ sunny/ snow...)
temperature
Local Event
holidays
local event (Matsuri, fireworks, exhibition)
Competitor
Similar product launch
new sales point
scandal
quality
corporate
satellite data
water
green
land
Product & Customer data platform
Product ontology
location master
weather data
geographical data
sales transactional data
retail ontology
Economical model
outcome base
Comparison with current employed forecast model
license base
analytics methods
croston
XGBoost