hz2657 / rent_prediction Goto Github PK

Rent_prediction

• BASELINE PRICE: price on lease
• DEMAND AND SUPPLY ANALYSIS: market demand (time takes for first request) and supply (similar listing posted in the past 7 days)
• OTHER THINGS TO BE CONSIDERED: location, amenities, building facilities

1. automated weekly report: UPDATE POWERPOINT FROM EXCEL AUTOMATICALLY EACH WEEK

• visitors' behaviour, num of listings published, num of promotions
• time series history: active users, new visitors, page views

2. product iteration

• customer feedback ANALYSIS: sentiment analysis, keyword analysis (from ERP)
• page analysis: TIME SERIES ANALYSIS: visitors' time on each page, pages viewed, trend, correlated with number of personal listings

3. predictive analysis

• OKR set: prediction + business
• seasonaly goal: season 3: 3+1