Transaction Volume & City Flow

Use Cases

• Used car market flow analysis: count transaction scale and cross-province/city vehicle flow to identify active markets.
• Inventory and channel allocation: optimize acquisition channels, inventory allocation, and logistics based on inflow/outflow direction.
• Regional pricing and business planning: compare supply-demand and transaction characteristics across cities to assist pricing and store layout.
• Cross-regional marketing and risk control: identify cross-region transaction opportunities and abnormal flows to support marketing and manual verification.

[
    {
        "plate_change_year_month": 202308,
        "source_province": "北京市",
        "source_city": "北京市",
        "target_province": "河南省",
        "target_city": "安阳市",
        "cross_province_flow": "Flowed",
        "cross_city_flow": "Flowed",
        "brand": "大众",
        "manufacturer": "一汽-大众",
        "series": "迈腾",
        "sub_series": "迈腾",
        "vehicle_class": "Mid-size sedan",
        "body_type": "Sedan",
        "vehicle_category": "Sedan",
        "vehicle_type": "Passenger vehicle",
        "manufacturer_type": "JV",
        "brand_attribute": "Non-luxury",
        "brand_origin": "German",
        "vehicle_age": "13",
        "fuel_type": "Gasoline",
        "emission_standard": "China IV",
        "engine": "1.8T",
        "msrp_range": "20-25万",
        "sales": 1
    }
]

Data Table Example

The table below uses the same record as the JSON example above, with fields laid out by column for easy viewing and copying in spreadsheet form.

plate_change_year_month	source_province	source_city	target_province	target_city	cross_province_flow	cross_city_flow	brand	manufacturer	series	sub_series	vehicle_class	body_type	vehicle_category	vehicle_type	manufacturer_type	brand_attribute	brand_origin	vehicle_age	fuel_type	emission_standard	engine	msrp_range	sales
202308	北京市	北京市	河南省	安阳市	Flowed	Flowed	大众	一汽-大众	迈腾	迈腾	Mid-size sedan	Sedan	Sedan	Passenger vehicle	JV	Non-luxury	German	13	Gasoline	China IV	1.8T	20-25万	1