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Method, device and storage medium for funnel analysis

A funnel and computing device technology, applied in the field of data processing, can solve the problems of poor fault tolerance, slow funnel analysis query efficiency, etc.

Active Publication Date: 2021-07-06
北京易观数智科技股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The embodiment of the present invention provides a method, device and storage medium for performing funnel analysis, so as to at least solve the technical problems of slow query efficiency and poor fault tolerance for performing funnel analysis on a single machine

Method used

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  • Method, device and storage medium for funnel analysis
  • Method, device and storage medium for funnel analysis
  • Method, device and storage medium for funnel analysis

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Experimental program
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Embodiment 1

[0018] According to an embodiment of the present invention, an embodiment of a method for performing funnel analysis is also provided. It should be noted that the steps shown in the flowcharts of the accompanying drawings can be executed in a computer system such as a set of computer-executable instructions, and , although a logical order is shown in the flowcharts, in some cases the steps shown or described may be performed in an order different from that shown or described herein.

[0019] The method embodiment provided in Embodiment 1 of the present application may be executed in a mobile terminal, a computer terminal, or a similar computing device. figure 1 A hardware structure block diagram of a computer terminal for realizing the method for funnel analysis is shown. Such as figure 1 As shown, the computer terminal 10 can include one or more (102a, 102b, ..., 102n are used to show in the figure) processors 102 (the processor 102 can include but not limited to microproces...

Embodiment 2

[0057] refer to Figure 5 As shown, according to an embodiment of the present invention, a device 500 for funnel analysis is also provided, such as Figure 5As shown, the device 500 includes: a receiving module 510 for receiving a request for funnel analysis; a data division module 520 for responding to the request and dividing the data to be queried into multiple data in different ranges; a task allocation module 530, Assign query tasks based on data in different ranges to multiple computing devices; the query module 540 is used to use multiple computing devices to perform queries based on the assigned query tasks and obtain query results; the merging module 550 is used to use multiple computing devices. A computing device performs a merge operation based on the result of the query, and the merge operation is used to merge user data associated with the same user into the same computing device, so that multiple computing devices respectively include user data associated with d...

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PUM

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Abstract

The invention discloses a method, device and storage medium for funnel analysis. Wherein, the method includes: receiving a request for funnel analysis; in response to the request, dividing the data to be queried into a plurality of data in different ranges; assigning query tasks based on data in different ranges to multiple computing devices; using multiple The computing devices perform queries based on the assigned query tasks and obtain query results; multiple computing devices are used to perform a merge operation based on the query results, and the merge operation is used to merge user data associated with the same user into the same computing device, thereby Multiple computing devices respectively contain user data associated with different users; use multiple computing devices to perform funnel analysis based on the contained user data; and perform combined processing on the analysis results of funnel analysis based on multiple computing devices, and return the processed analysis results.

Description

technical field [0001] The present invention relates to the field of data processing, in particular to a method, device and storage medium for funnel analysis. Background technique [0002] The existing funnel analysis algorithm simply performs statistical analysis on events on a single machine. For example, for e-commerce apps, operators need to count the funnel of the three events of "search" - "view product" - "click to buy", that is, how many people searched for products within a certain period of time, and how many of them viewed them How many people choose to buy the product. It is more practical when the amount of data is small, but when the amount of data is large, there will be problems of slow query efficiency and poor query fault tolerance. In order to improve query efficiency, the orderliness of the funnel may be ignored, so the practicability of the analyzed funnel effect is weak. [0003] Aiming at the problems of slow query efficiency and poor fault toleran...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/2453G06F16/2455G06F16/2458
Inventor 于扬
Owner 北京易观数智科技股份有限公司