品销宝推广访客对支付金额的影响分析数据
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品销宝推广访客对支付金额的影响分析数据涵盖品销宝推广访客及支付金额两个关键数据,品销宝作为天猫店铺的关键指标,能具体表现出淘系店铺承接品牌站外流量的能力,品销宝推广访客的降幅与支付金额的降幅对比结果,能够为品牌推广提供数据支撑,为其他同类或相关行业经营者在做预算分配上,提供数据参考,为业务增长提供数据支持。1.数据采集:数据采集公司天猫渠道系统数据2023年1-11月、2024年1-11月生意参谋数据,含渠道、来源、时间、推广工具、品销宝推广访客、支付金额,并对敏感信息加密处理,对数据进行加工 2.算法规则:推广成交弹性系数Ed=(△Q/Q)÷(△P/P),得到推广成交弹性系数,Q代表24年1-11月品销宝总访客,P代表24年1-11月总支付金额,△Q代表总访客同比变动值,△P表示总支付金额同比变动值,取推广成交弹性系数的绝对值|Ed|作为分析数据时的参考系数 3.数据分析:根据|Ed|的数值可分析品销宝推广和支付金额的弹性系数。(1)|Ed|=1(推广弹性适中),说明品销宝推广消耗与支付金额变动幅度相同;(2)1<|Ed|(推广富有弹性),说明品销宝推广消耗变动幅度大于支付金额变动幅度;(3)|Ed|<1(推广缺乏弹性),说明品销宝推广消耗变动幅度小于支付金额变动变动幅度。
This dataset analyzes the impact of Pinxiaobao promotion visitors on transaction amount, covering two core metrics: Pinxiaobao promotion visitors and transaction amount. As a key indicator for Tmall stores, Pinxiaobao specifically reflects the ability of Taobao ecosystem stores to absorb and convert off-platform brand traffic. The comparison between the decline in Pinxiaobao promotion visitors and the decline in transaction amount provides data support for brand promotion, offers data references for operators in similar or related industries during budget allocation, and facilitates business growth. 1. Data Collection: Data was collected from Tmall channel system and Tmall Business Advisor datasets spanning January to November 2023 and January to November 2024, including dimensions such as channel, source, time, promotion tool, Pinxiaobao promotion visitors, and transaction amount. Sensitive information was encrypted, and the raw data was processed and standardized. 2. Algorithm Rules: The promotion-transaction elasticity coefficient Ed is defined as Ed = (ΔQ/Q) ÷ (ΔP/P), where Q represents the total number of Pinxiaobao promotion visitors from January to November 2024, P represents the total transaction amount from January to November 2024, ΔQ represents the year-on-year change in total visitors, and ΔP represents the year-on-year change in total transaction amount. The absolute value of Ed (|Ed|) is taken as the reference coefficient for data analysis. 3. Data Analysis: The elasticity between Pinxiaobao promotion and transaction amount can be analyzed based on the value of |Ed|: (1) When |Ed| = 1 (moderate promotion elasticity): The change in Pinxiaobao promotion cost is consistent with the change in transaction amount; (2) When 1 < |Ed| (highly elastic promotion): The magnitude of change in Pinxiaobao promotion cost is greater than that of transaction amount; (3) When |Ed| < 1 (inelastic promotion): The magnitude of change in Pinxiaobao promotion cost is smaller than that of transaction amount.




