TWI576714B - Data acquisition analysis system - Google Patents

Data acquisition analysis system Download PDF

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TWI576714B
TWI576714B TW105111029A TW105111029A TWI576714B TW I576714 B TWI576714 B TW I576714B TW 105111029 A TW105111029 A TW 105111029A TW 105111029 A TW105111029 A TW 105111029A TW I576714 B TWI576714 B TW I576714B
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data
module
list file
temporary storage
field
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TW105111029A
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TW201737121A (en
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Jiang-Fan Chen
Wen-Qian Luo
Lin Yan
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資料撈取分析系統 Data extraction analysis system

本發明是有關一種資料撈取分析系統,特別是一種能夠讓使用者以直覺化操作方式對資料庫中的內容進行取得、篩選、新增、合併、分析等動作之系統。 The present invention relates to a data retrieval analysis system, and more particularly to a system that enables a user to acquire, filter, add, merge, analyze, etc. content in a database in an intuitive manner.

由於當資料收集後,會依據不同需求來進行資料篩選與分析,但若是資料庫太龐大的情況下,一般傳統對於名單撈取的作法,如第1圖所示,必須藉由工程師透過資料庫軟體進入資料庫寫入程式碼才能取得名單資料,且若需要修名單資料時,則又要花費相同的工序再做一次,其過程技術門檻高且花費較多時間。 Since data collection and analysis will be carried out according to different needs after data collection, if the database is too large, the traditional practice of collecting the list, as shown in Figure 1, must be done by the engineer through the database software. Enter the database to write the code to get the list data, and if you need to repair the list data, you have to spend the same process and do it again. The process technology threshold is high and it takes a lot of time.

為了讓名單撈取更方便在網站上進行,因此建立了介面版的操作,但此功能雖然有引導如何建立SQL語法,但仍需具備SQL的基本知識才能完成名單撈取,但這則是必須在SQL中撰寫資料庫語法,因此仍然是非常不直覺化的操作方式,使用者必須具有一定的資料庫語法的知識才能夠操作,故公司若是沒有這一方面的人才,往往必須將需求提供給資料庫管理方進行名單撈取,然而這樣的做法則會很花費時間,故這一方面是很大的問題。 In order to make the list more convenient to be carried out on the website, the interface version is established, but although this function guides how to build SQL syntax, it still needs to have the basic knowledge of SQL to complete the list, but it must be in SQL. Writing database grammar is still a very unintuitive operation. Users must have certain knowledge of database grammar to be able to operate. Therefore, if a company does not have such talents, it must often provide the requirements to the database. The management party picks up the list, but such an approach will take a lot of time, so this aspect is a big problem.

因此,若能夠設計出一客戶端網頁程式,能夠提供直覺化操作介面,能夠讓使用者以直覺化操作方式對資料庫中的內容進行取得、篩選、新增、 合併、分析等動作,以解決上述提到之問題,因此本發明應為一最佳解決方案。 Therefore, if a client webpage program can be designed, an intuitive operation interface can be provided, which enables the user to obtain, filter, and add content in the database in an intuitive manner. Combining, analyzing, etc., to solve the above mentioned problems, the present invention should be an optimal solution.

本發明資料撈取系統,係包含:一資料庫平台,係用以儲存一筆以上的資料;一客戶端網頁程式,係能夠顯示於一電腦設備中,而該客戶端網頁程式係與該資料庫平台進行連線,該客戶端網頁程式係至少包含一操作介面提供模組,用以提供運作該客戶端網頁程式所需之直覺化操作介面以進行操作;一資料暫存模組,係與該操作介面提供模組相連接,係至少用以儲存一筆以上的名單檔;一欄位挑選模組,係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,用以能夠挑選要看到資料的欄位;一資料撈取模組,係與該直覺化操作介面、該資料暫存模組及該欄位挑選模組相連接,用以依據該欄位挑選模組所挑選之欄位選項於該資料庫平台中撈取資料,並建立為一名單檔,而所建立的名單檔會預先儲存於該資料暫存模組內;一條件篩選模組,係與該操作介面提供模組及該資料暫存模組相連接,用以於該名單檔中包含的至少一個欄位選項中進行條件設定,以將名單檔中符合條件設定之資料進一步篩選出來,並建立為一新的名單檔,而新的名單檔會預先儲存於該資料暫存模組內;以及一欄位選項自定義模組,係與該操作介面提供模組及該資料暫存模組相連接,用以建立一新的欄位選項與設定該欄位選項之條件定義。 The data retrieval system of the present invention comprises: a database platform for storing more than one piece of data; a client webpage program, which can be displayed on a computer device, and the client webpage program and the database platform For the connection, the client webpage program includes at least one operation interface providing module for providing an intuitive operation interface required for operating the client webpage program for operation; a data temporary storage module, and the operation The interface provides a module connection, which is used to store at least one or more list files; a field selection module is connected to the operation interface providing module and the data temporary storage module, and can provide more than one field An option for selecting a field to be viewed; a data capture module is coupled to the intuitive operation interface, the data temporary storage module, and the field selection module for use according to the field Selecting the field option selected by the module to retrieve the data in the database platform and establishing it as a list file, and the created list file is pre-stored in the data temporary storage module; The screening module is connected to the operation interface providing module and the data temporary storage module, and is used for setting conditions in at least one field option included in the list file to meet the condition setting in the list file. The data is further filtered out and created as a new list file, and the new list file is pre-stored in the data temporary storage module; and a field option customization module is provided with the operation interface. And the data temporary storage module is connected to establish a new field option and a condition definition for setting the field option.

更具體的說,所述資料庫平台內係具有數個單一欄位的資料表,而該資料庫平台必須先進行反正規化後,將數個資料表合併建立為一組合性大資料表,且該資料撈取模組則是依據該欄位挑選模組所挑選之欄位選項於該資料庫平台之組合性大資料表中撈取資料。 More specifically, the database platform has a plurality of data tables of a single field, and the database platform must first be denormalized, and then combine several data tables to form a combined large data table. And the data acquisition module is based on the field selection option selected by the field selection module to retrieve data from the combined large data table of the database platform.

更具體的說,所述操作介面提供模組所提供之直覺化操作介面係能夠為可拖移介面、可點選介面或是兩者結合。 More specifically, the intuitive interface of the operation interface providing module can be a draggable interface, a pointable interface, or a combination of the two.

更具體的說,所述欄位選項自定義模組更能夠直接於該名單檔內建立新的欄位選項,並透過該資料撈取模組於該資料庫平台中將新的欄位選項所對應之資料取出,並將取出的資料合併於該名單檔內。 More specifically, the field option customization module is more capable of creating a new field option directly in the list file, and corresponding to the new field option in the database platform through the data extraction module. The data is taken out and the extracted data is merged into the list file.

更具體的說,所述客戶端網頁程式更包含有一名單檔資料合併模組,該名單檔資料合併模組係與該操作介面提供模組及該資料暫存模組相連接,用以能夠將至少兩筆的名單檔進行合併並輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 More specifically, the client webpage program further includes an archive data merge module, and the archive file merge module is connected to the operation interface providing module and the data temporary storage module to enable At least two of the list files are merged and output as another new list file, and another new list file is pre-stored in the data temporary storage module.

更具體的說,所述客戶端網頁程式更包含有一名單檔資料交集模組,該名單檔資料交集模組係與該操作介面提供模組及該資料暫存模組相連接,用以於至少兩筆的名單檔中篩選出相同內容的資料,並將相同內容的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 More specifically, the client webpage program further includes an archive file data sharing module, and the list file data collection module is connected to the operation interface providing module and the data temporary storage module for at least The same content is filtered out in the two lists, and the same content is output as another new list file, and another new list file is pre-stored in the data temporary storage module.

更具體的說,所述客戶端網頁程式更包含有一名單檔資料排除模組,該名單檔資料排除模組係與該操作介面提供模組及該資料暫存模組相連接,用以於至少兩筆的名單檔中排除指定內容的資料,並將排除相同內容後的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 More specifically, the client webpage program further includes an archive data exclusion module, and the archive data exclusion module is connected to the operation interface providing module and the data temporary storage module for at least The two lists are excluded from the specified content, and the data excluding the same content is output as another new list file, and another new list file is pre-stored in the data temporary storage module.

更具體的說,所述客戶端網頁程式更包含有一名單檔資料去重模組,該名單檔資料去重模組係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,用以於至少一筆的名單檔中進行去除重覆的欄位,並將去除重覆後的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 More specifically, the client webpage program further includes an archive file deduplication module, and the archive file deduplication module is connected to the operation interface providing module and the data temporary storage module, and can provide More than one field option for removing the repeated fields in at least one of the list files, and outputting the removed data to another new list file, and the other new list file is pre- Stored in the data temporary storage module.

一種資料撈取分析系統,係包含:一資料庫平台,係用以儲存一筆以上的資料;一客戶端網頁程式,係能夠顯示於一電腦設備中,而該客戶端網頁程式係與該資料庫平台進行連線,該客戶端網頁程式係至少包含一操作介面提供模組,用以提供運作該客戶端網頁程式所需之直覺化操作介面以進行操作;一資料暫存模組,係與該操作介面提供模組相連接,係至少用以儲存一筆以上的名單檔;一欄位挑選模組,係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,用以能夠挑選要看到資料的欄位;一資料撈取模組,係與該操作介面提供模組、該資料暫存模組及該欄位挑選模組相連接,用以依據該欄位挑選模組所挑選之欄位選項於該資料庫平台中撈取資料,並建立為一名單檔,而所建立的名單檔會預先儲存於該資料暫存模組內;一條件篩選模組,係與該操作介面提供模組及該資料暫存模組相連接,用以於該名單檔中包含的至少一個欄位選項中進行條件設定,以將名單檔中符合條件設定之資料進一步篩選出來,並建立為一新的名單檔,而新的名單檔會預先儲存於該資料暫存模組內;一欄位選項自定義模組,係與該操作介面提供模組及該資料暫存模組相連接,用以建立一新的欄位選項與設定該欄位選項之條件定義;以及一名單檔資料分析模組,該名單檔資料分析模組係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,於選擇一個以上的欄位選項,該名單檔資料分析模組能夠將該名單檔內對應於該欄位選項之資料進行統計分析,並將統計分析結果輸出為一分析檔,而輸出之分析檔會預先儲存於該資料暫存模組內。 A data retrieval analysis system includes: a database platform for storing more than one piece of data; a client webpage program, which can be displayed on a computer device, and the client webpage program and the database platform For the connection, the client webpage program includes at least one operation interface providing module for providing an intuitive operation interface required for operating the client webpage program for operation; a data temporary storage module, and the operation The interface provides a module connection, which is used to store at least one or more list files; a field selection module is connected to the operation interface providing module and the data temporary storage module, and can provide more than one field An option for selecting a field to be viewed; a data capture module is coupled to the operation interface providing module, the data temporary storage module, and the field selection module for use in the column The field selection option selected by the selection module is used to retrieve data from the database platform and is established as a list file, and the created list file is pre-stored in the data temporary storage module. a condition screening module is connected to the operation interface providing module and the data temporary storage module, and is configured to perform condition setting in at least one field option included in the list file to meet the condition in the list file The set data is further screened out and created as a new list file, and the new list file will be pre-stored in the data temporary storage module; a field option customization module is provided with the operation interface. And the data temporary storage module is connected to establish a new field option and a condition definition for setting the field option; and a list file data analysis module, the list file data analysis module and the operation interface Providing a module and the data temporary storage module are connected, capable of providing more than one field option, and selecting one or more field options, the list file data analysis module can correspond to the field option in the list file The data is statistically analyzed, and the statistical analysis result is output as an analysis file, and the output analysis file is pre-stored in the data temporary storage module.

更具體的說,所述資料庫平台內係具有數個單一欄位的資料表,而該資料庫平台必須先進行反正規化後,以將數個資料表合併建立為一組合性 大資料表,且該資料撈取模組則是依據該欄位挑選模組所挑選之欄位選項於該資料庫平台之組合性大資料表中撈取資料。 More specifically, the database platform has a plurality of data tables of a single field, and the database platform must be denormalized first to combine several data tables to form a combination. The large data sheet, and the data acquisition module is based on the field selection option selected by the field selection module to retrieve data from the combined large data table of the database platform.

更具體的說,所述操作介面提供模組所提供之直覺化操作介面係能夠為可拖移介面、可點選介面或是兩者結合。 More specifically, the intuitive interface of the operation interface providing module can be a draggable interface, a pointable interface, or a combination of the two.

更具體的說,所述欄位選項自定義模組更能夠直接於該名單檔內建立新的欄位選項,並透過該資料撈取模組於該資料庫平台中將新的欄位選項所對應之資料取出,並將取出的資料合併於該名單檔內。 More specifically, the field option customization module is more capable of creating a new field option directly in the list file, and corresponding to the new field option in the database platform through the data extraction module. The data is taken out and the extracted data is merged into the list file.

更具體的說,所述客戶端網頁程式更包含有一名單檔資料合併模組,該名單檔資料合併模組係與該操作介面提供模組及該資料暫存模組相連接,用以能夠將至少兩筆的名單檔進行合併並輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 More specifically, the client webpage program further includes an archive data merge module, and the archive file merge module is connected to the operation interface providing module and the data temporary storage module to enable At least two of the list files are merged and output as another new list file, and another new list file is pre-stored in the data temporary storage module.

更具體的說,所述客戶端網頁程式更包含有一名單檔資料交集模組,該名單檔資料交集模組係與該操作介面提供模組及該資料暫存模組相連接,用以於至少兩筆的名單檔中篩選出相同內容的資料,並將相同內容的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 More specifically, the client webpage program further includes an archive file data sharing module, and the list file data collection module is connected to the operation interface providing module and the data temporary storage module for at least The same content is filtered out in the two lists, and the same content is output as another new list file, and another new list file is pre-stored in the data temporary storage module.

更具體的說,所述客戶端網頁程式更包含有一名單檔資料排除模組,該名單檔資料排除模組係與該操作介面提供模組及該資料暫存模組相連接,用以於至少兩筆的名單檔中排除指定內容的資料,並將排除相同內容後的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 More specifically, the client webpage program further includes an archive data exclusion module, and the archive data exclusion module is connected to the operation interface providing module and the data temporary storage module for at least The two lists are excluded from the specified content, and the data excluding the same content is output as another new list file, and another new list file is pre-stored in the data temporary storage module.

更具體的說,所述客戶端網頁程式更包含有一名單檔資料去重模組,該名單檔資料去重模組係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,用以於至少一筆的名單檔中進行去除重覆的欄 位,並將去除重覆後的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 More specifically, the client webpage program further includes an archive file deduplication module, and the archive file deduplication module is connected to the operation interface providing module and the data temporary storage module, and can provide More than one field option to remove duplicate columns from at least one of the list files Bit, and the duplicated data is output as another new list file, and another new list file is pre-stored in the data temporary storage module.

更具體的說,所述客戶端網頁程式更包含有一名單檔資料分析模組,該名單檔資料分析模組係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,於選擇一個以上的欄位選項,該名單檔資料分析模組能夠將該名單檔內對應於該欄位選項之資料進行統計分析,並將統計分析結果輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 More specifically, the client webpage program further includes an archive data analysis module, and the profile data analysis module is connected to the operation interface providing module and the data temporary storage module, and can provide more than one The field option, in selecting more than one field option, the list data analysis module can perform statistical analysis on the data corresponding to the field option in the list file, and output the statistical analysis result as another new one. The list file, and another new list file will be pre-stored in the data temporary storage module.

更具體的說,所述客戶端網頁程式更包含有一資料分析設定模組,該資料分析設定模組係與該直覺化操作介面及該名單檔資料分析模組相連接,係用以設定該名單檔資料分析模組的統計分析模式,其中該統計分析模式係至少包含有統計分析條件及結果輸出格式。 More specifically, the client webpage program further includes a data analysis setting module, and the data analysis setting module is connected to the intuitive operation interface and the list file data analysis module, and is used to set the list. The statistical analysis mode of the file data analysis module, wherein the statistical analysis mode includes at least statistical analysis conditions and a result output format.

更具體的說,所述資料分析設定模組更能夠直接於該分析檔中設定該統計分析模式,而該名單檔資料分析模組能夠依據新的統計分析模式進行統計分析,並將新的統計分析結果取代原分析檔內的統計分析結果。 More specifically, the data analysis setting module can directly set the statistical analysis mode directly in the analysis file, and the list data analysis module can perform statistical analysis according to the new statistical analysis mode, and the new statistics are The analysis results replace the statistical analysis results in the original analysis file.

更具體的說,所述結果輸出格式係為表格、圖表或是兩者結合。 More specifically, the result output format is a table, a chart, or a combination of both.

1‧‧‧資料庫軟體 1‧‧‧Database software

2‧‧‧資料庫平台 2‧‧‧Database Platform

3‧‧‧電腦設備 3‧‧‧Computer equipment

31‧‧‧客戶端網頁程式 31‧‧‧Client web application

3101‧‧‧操作介面提供模組 3101‧‧‧Operation interface providing module

31011‧‧‧直覺化操作介面 31011‧‧‧Intuitive operation interface

3102‧‧‧資料暫存模組 3102‧‧‧ Data Temporary Module

3103‧‧‧欄位挑選模組 3103‧‧‧Field selection module

3104‧‧‧資料撈取模組 3104‧‧‧Data acquisition module

3105‧‧‧條件篩選模組 3105‧‧‧ Conditional Screening Module

3106‧‧‧欄位選項自定義模組 3106‧‧‧Field option custom module

3107‧‧‧名單檔資料合併模組 3107‧‧‧Listing data merge module

3108‧‧‧名單檔資料交集模組 3108‧‧‧Listing file data sharing module

3109‧‧‧名單檔資料排除模組 3109‧‧‧List file data exclusion module

3110‧‧‧名單檔資料去重模組 3110‧‧‧Listing data deduplication module

3111‧‧‧名單檔資料分析模組 3111‧‧‧Listing data analysis module

3112‧‧‧資料分析設定模組 3112‧‧‧Data Analysis Setting Module

[第1圖]係習用資料撈取示意圖。 [Fig. 1] is a schematic diagram of the data acquisition.

[第2A圖]係本發明資料撈取分析系統之整體架構示意圖。 [Fig. 2A] is a schematic diagram of the overall structure of the data acquisition analysis system of the present invention.

[第2B圖]係本發明資料撈取分析系統之客戶端網頁程式之內部架構示意圖。 [Fig. 2B] is a schematic diagram showing the internal structure of the client webpage program of the data acquisition analysis system of the present invention.

[第3A圖]係本發明資料撈取分析系統之第一實施示意圖。 [Fig. 3A] is a schematic view showing the first embodiment of the data acquisition analysis system of the present invention.

[第3B圖]係本發明資料撈取分析系統之第一實施示意圖。 [Fig. 3B] is a schematic view showing the first embodiment of the data acquisition analysis system of the present invention.

[第3C圖]係本發明資料撈取分析系統之第一實施示意圖。 [Fig. 3C] is a schematic view showing the first embodiment of the data acquisition analysis system of the present invention.

[第3D圖]係本發明資料撈取分析系統之第一實施示意圖。 [Fig. 3D] is a schematic view showing the first embodiment of the data acquisition analysis system of the present invention.

[第3E圖]係本發明資料撈取分析系統之第一實施示意圖。 [Fig. 3E] is a first embodiment of the data acquisition analysis system of the present invention.

[第4A圖]係本發明資料撈取分析系統之第二實施示意圖。 [Fig. 4A] Fig. 4 is a schematic view showing the second embodiment of the data acquisition analysis system of the present invention.

[第4B圖]係本發明資料撈取分析系統之第二實施示意圖。 [Fig. 4B] is a second embodiment of the data acquisition analysis system of the present invention.

[第4C圖]係本發明資料撈取分析系統之第二實施示意圖。 [Fig. 4C] is a second embodiment of the data acquisition analysis system of the present invention.

[第4D圖]係本發明資料撈取分析系統之第二實施示意圖。 [Fig. 4D] is a second embodiment of the data acquisition analysis system of the present invention.

[第4E圖]係本發明資料撈取分析系統之第二實施示意圖。 [Fig. 4E] Fig. 4 is a schematic view showing the second embodiment of the data acquisition analysis system of the present invention.

[第4F圖]係本發明資料撈取分析系統之第二實施示意圖。 [Fig. 4F] Fig. 4 is a schematic view showing the second embodiment of the data acquisition analysis system of the present invention.

[第4G圖]係本發明資料撈取分析系統之第二實施示意圖。 [Fig. 4G] is a schematic view of the second embodiment of the data acquisition analysis system of the present invention.

[第4H圖]係本發明資料撈取分析系統之第二實施示意圖。 [Fig. 4H] is a schematic view of the second embodiment of the data acquisition analysis system of the present invention.

[第4I圖]係本發明資料撈取分析系統之第二實施示意圖。 [Fig. 4I] Fig. 4 is a schematic view showing the second embodiment of the data acquisition analysis system of the present invention.

[第4J圖]係本發明資料撈取分析系統之第二實施示意圖。 [Fig. 4J] is a schematic view of the second embodiment of the data acquisition analysis system of the present invention.

[第5A圖]係本發明資料撈取分析系統之第三實施示意圖。 [Fig. 5A] Fig. 3 is a schematic view showing the third embodiment of the data acquisition analysis system of the present invention.

[第5B圖]係本發明資料撈取分析系統之第三實施示意圖。 [Fig. 5B] is a third embodiment of the data acquisition analysis system of the present invention.

[第5C圖]係本發明資料撈取分析系統之第三實施示意圖。 [Fig. 5C] is a third embodiment of the data acquisition analysis system of the present invention.

[第5D圖]係本發明資料撈取分析系統之第三實施示意圖。 [Fig. 5D] is a third embodiment of the data acquisition analysis system of the present invention.

[第6A圖]係本發明資料撈取分析系統之第四實施示意圖。 [Fig. 6A] is a fourth embodiment of the data acquisition analysis system of the present invention.

[第6B圖]係本發明資料撈取分析系統之第四實施示意圖。 [Fig. 6B] is a fourth embodiment of the data acquisition analysis system of the present invention.

[第6C圖]係本發明資料撈取分析系統之第四實施示意圖。 [Fig. 6C] is a fourth embodiment of the data acquisition analysis system of the present invention.

[第7A圖]係本發明資料撈取分析系統之第五實施示意圖。 [Fig. 7A] is a fifth embodiment of the data acquisition analysis system of the present invention.

[第7B圖]係本發明資料撈取分析系統之第五實施示意圖。 [Fig. 7B] is a fifth embodiment of the data acquisition analysis system of the present invention.

[第7C圖]係本發明資料撈取分析系統之第五實施示意圖。 [Fig. 7C] is a fifth embodiment of the data acquisition analysis system of the present invention.

[第7D圖]係本發明資料撈取分析系統之第五實施示意圖。 [Fig. 7D] is a fifth embodiment of the data acquisition analysis system of the present invention.

[第8A圖]係本發明資料撈取分析系統之第六實施示意圖。 [Fig. 8A] Fig. 6 is a schematic view showing the sixth embodiment of the data acquisition analysis system of the present invention.

[第8B圖]係本發明資料撈取分析系統之第六實施示意圖。 [Fig. 8B] is a sixth embodiment of the data acquisition analysis system of the present invention.

[第8C圖]係本發明資料撈取分析系統之第六實施示意圖。 [Fig. 8C] is a sixth embodiment of the data acquisition analysis system of the present invention.

[第9A圖]係本發明資料撈取分析系統之第七實施示意圖。 [Fig. 9A] is a seventh embodiment of the data acquisition analysis system of the present invention.

[第9B圖]係本發明資料撈取分析系統之第七實施示意圖。 [Fig. 9B] is a seventh embodiment of the data acquisition analysis system of the present invention.

[第9C圖]係本發明資料撈取分析系統之第七實施示意圖。 [Fig. 9C] is a seventh embodiment of the data acquisition analysis system of the present invention.

[第10A圖]係本發明資料撈取分析系統之第八實施示意圖。 [Fig. 10A] Fig. 10 is a schematic view showing the eighth embodiment of the data acquisition analysis system of the present invention.

[第10B圖]係本發明資料撈取分析系統之第八實施示意圖。 [Fig. 10B] Fig. 10 is a schematic view showing the eighth embodiment of the data acquisition analysis system of the present invention.

[第10C圖]係本發明資料撈取分析系統之第八實施示意圖。 [Fig. 10C] Fig. 10 is a schematic view showing the eighth embodiment of the data acquisition analysis system of the present invention.

[第11A圖]係本發明資料撈取分析系統之第九實施示意圖。 [Fig. 11A] Fig. 11 is a schematic view showing the ninth implementation of the data acquisition analysis system of the present invention.

[第11B圖]係本發明資料撈取分析系統之第九實施示意圖。 [Fig. 11B] Fig. 11 is a schematic view showing the ninth implementation of the data acquisition analysis system of the present invention.

[第11C圖]係本發明資料撈取分析系統之第九實施示意圖。 [Fig. 11C] is a schematic view of the ninth implementation of the data retrieval analysis system of the present invention.

[第11D圖]係本發明資料撈取分析系統之第九實施示意圖。 [Fig. 11D] is a schematic view of the ninth implementation of the data acquisition analysis system of the present invention.

有關於本發明其他技術內容、特點與功效,在以下配合參考圖式之較佳實施例的詳細說明中,將可清楚的呈現。 Other details, features, and advantages of the present invention will be apparent from the following description of the preferred embodiments.

請參閱第2A及2B圖,為本發明資料撈取分析系統之整體架構示意 圖及客戶端網頁程式之內部架構示意圖,由圖中可知,該資料撈取分析系統係包含一資料庫平台2及一具有一客戶端網頁程式31之電腦設備3,其中該資料庫平台2用以儲存一筆以上的資料,而該資料的內容是與使用者行為有關;由於本發明之目的是為了能夠讓不是工程師的操作者,不用寫複雜的程式碼,也可輕鬆查得資料庫內容,並利用資料撈取的介面操作即可完成取得、篩選、新增、分析的動作,精準的獲得會員活動、消費、出貨等明細資料。到達到使用簡單的介面操作,而為了要達到此目的,該資料庫平台2必須先做反正規化的資料庫架構(由於該資料庫平台2中具有數個具有單一欄位的資料table或是數個具有多個欄位的資料table,因此必須將多個table組成一個組合性大資料表-此範例名稱為VW_CRM,此處是指將具有數個單一欄位的資料table或是數個具有多個欄位的資料table合併為一組合性大資料表),撰寫Stored Procedures,每天定時更新資料來源,而來源架構範例如下: Please refer to FIGS. 2A and 2B , which are schematic diagrams of the overall architecture of the data retrieval analysis system and the internal architecture of the client webpage program. As can be seen from the figure, the data retrieval analysis system includes a database platform 2 and a The computer device 3 of the client webpage program 31, wherein the database platform 2 is used for storing more than one piece of data, and the content of the material is related to user behavior; since the purpose of the invention is to enable an operator who is not an engineer You can easily find the contents of the database without writing complicated code, and use the interface operation of data extraction to complete the actions of obtaining, filtering, adding, and analyzing, and accurately obtain the details of member activities, consumption, shipment, etc. data. To achieve a simple interface operation, in order to achieve this, the database platform 2 must first do the denormalized database architecture (since the database platform 2 has several data tables with a single field or Several data tables with multiple fields, so multiple tables must be combined into one large data table - this example name is VW_CRM, here is the data table with several single fields or several The data tables of multiple fields are combined into one combined large data table. The stored procedures are written, and the data sources are updated regularly every day. The source architecture examples are as follows:

而該客戶端網頁程式31係能夠與該資料庫平台2進行連線,而該客戶端網頁程式31係至少包含一操作介面提供模組3101、一資料暫存模組3102、一欄位挑選模組3103、一資料撈取模組3104、一條件篩選模組3105、一欄位選項自定義模組3106、一名單檔資料合併模組3107、一名單檔資料交集模組3108、一名單檔資料排除模組3109、一名單檔資料去重模組3110、一名單檔資料分析模組3111、一資料分析設定模組3112,其中該操作介面提供模組3101用以提供運作該客戶端網頁程式所需之直覺化操作介面31011,而該直覺化操作介面31011係提供可拖移、可下拉或可框選介面以進行操作。 The client webpage program 31 can be connected to the database platform 2, and the client webpage program 31 includes at least one operation interface providing module 3101, a data temporary storage module 3102, and a field selection module. Group 3103, a data retrieval module 3104, a condition screening module 3105, a field option customization module 3106, a list file data merge module 3107, a list file data intersection module 3108, and a list file data exclusion The module 3109, an archive data de-duplication module 3110, an inventory data analysis module 3111, and a data analysis setting module 3112, wherein the operation interface providing module 3101 is provided for providing the client webpage program. The intuitive operation interface 31011 provides a draggable, pulldown or frameable interface for operation.

而該資料暫存模組3102係至少用以儲存一筆以上的名單檔;該欄 位挑選模組3103則是能夠提供一個以上的欄位選項,用以能夠挑選要看到資料的欄位,而該資料撈取模組3104則是能夠依據該欄位挑選模組3103所挑選之欄位選項於該資料庫平台2中的組合性大資料表中撈取資料,並建立為一名單檔,而所建立的名單檔會預先儲存於該資料暫存模組3102內;而該條件篩選模組3105能夠用以於該名單檔中包含的至少一個欄位選項中進行條件設定,以將名單檔中符合條件設定之資料進一步篩選出來,並建立為一名單檔,而所建立的名單檔會預先儲存於該資料暫存模組3102內;而實際的操作如第3A~3E圖所示,以舉辦新年活動為例,示範資料撈取的介面操作,及顯示出程式中自動生成複雜資料庫語法;為了新年的檔期活動為了要提升買氣,決定針對VIP會員及購買過優生奶粉的會員發送禮券,首先查找符合發送禮券資格的會員名單1,首先如第3A圖所示,必須由「所有欄位」中挑選想要看到的資料欄位移動到「目前欄位」,之後按壓下方「確定」後,會於資料庫平台2中撈取對應姓名、手機、會員種類、商品名稱之欄位的資料,並顯示結果如第3B圖所示,而上述這種操作方式簡單能夠撈取資料,但若要使用者自行撰寫資料庫語法透過挑選欄位自動組成資料撈取SQL,必須使用DISTINCT排除VW_CRM因JOIN多TABLE造成的重複,架構範例如下: 但若是這種資料庫語法對於一般沒有資料庫知識的使用者來講,是很難直接下這種指令的;而再由第3B圖中可知,若要再篩選出會員種類為VIP、且曾購買優生奶粉的會員資料,如第3C圖及第3D圖所示,進行選擇或輸入條件後,再按壓下方「確定」,則會顯示結果如第3E圖所示,而第3C~3E圖的操作,是由於該 客戶端網頁程式31提供一個直覺性的介面簡化組成SQL的專業性操作,因此能夠自動針對AND及OR的邏輯組合運用,在同一個欄位中可做多個條件(OR),且每個欄位皆可再下條件(AND),但若是沒有該客戶端網頁程式31所提供之直覺化操作介面31011,必須由使用者自行輸入以下指令(但若是這種資料庫語法對於一般沒有資料庫知識的使用者來講,是很難直接下這種指令的): 對於一般沒有資料庫知識的使用者來講,是很難直接下這種指令來完成資料篩選之目的。 The data temporary storage module 3102 is configured to store at least one or more list files; the field selection module 3103 is capable of providing more than one field option for selecting a field to be viewed, and The data retrieval module 3104 is capable of acquiring data according to the field selection option selected by the field selection module 3103 in the combined large data table in the database platform 2, and establishing the data as a list file. The list file is pre-stored in the data temporary storage module 3102; and the condition screening module 3105 can be used to set conditions in at least one field option included in the list file to meet the conditions in the list file. The set data is further filtered out and established as a list file, and the created list file is pre-stored in the data temporary storage module 3102; and the actual operation is as shown in Figures 3A to 3E to hold the New Year event. For example, the interface operation of the demonstration data extraction, and the automatic generation of complex database grammar in the program; for the New Year's schedule activities in order to increase the purchase of gas, decided to VIP members and purchased eugenic milk powder The member sends the gift certificate, first finds the member list that meets the qualification for sending the gift certificate. First, as shown in Figure 3A, the data field that you want to see must be selected from the "All Fields" to move to the "current field". After pressing "OK" below, the data of the corresponding name, mobile phone, member type, and product name field will be retrieved in the database platform 2, and the result will be displayed as shown in Fig. 3B, and the above operation mode can be easily obtained. Information, but if you want to write your own database syntax, you can use DISTINCT to exclude VW_CRM due to JOIN multi-TABLE. The architecture example is as follows: However, if the database grammar is very difficult for users who do not have knowledge of the database, it is difficult to directly use such instructions. However, it can be seen from Figure 3B that if the member type is to be selected as VIP, For the member information of eugenic milk powder, as shown in Figures 3C and 3D, after selecting or inputting the conditions, press "OK" below, the results will be displayed as shown in Figure 3E, and the results of Figure 3C~3E The operation is because the client webpage program 31 provides an intuitive interface to simplify the professional operation of the composition of SQL, so it can automatically apply to the logical combination of AND and OR, and can do multiple conditions (OR) in the same field. And each field can be backed up (AND), but if there is no intuitive operation interface 31011 provided by the client webpage program 31, the following instructions must be input by the user (but if the database syntax is Generally speaking, it is difficult for users who do not have knowledge of the database to directly follow such instructions:) For users who generally do not have knowledge of the database, it is difficult to directly use such instructions to complete the purpose of data screening.

而該欄位選項自定義模組3106則是能夠用以建立一新的欄位選項,並能夠進一步設定該欄位選項之條件定義;另外該欄位選項自定義模組3106更能夠直接於該資料暫存模組3102內儲存的名單檔內建立新的欄位選項,並透過該資料撈取模組3104於該資料庫平台2中將新的欄位選項所對應之資料取出,並將取出的資料合併於該名單檔內;而新增欄位之實際的操作如第4A~4J圖所示,由於要進行滿額點數加倍送(1000以下1倍、1000~2000為2倍、2000以上為3倍),因此再找出符合資料的名單,如第4A及4B圖所示,必須先新增一頁籤找出符合資料的名單,因此按壓「+」後,則再於所有欄位中挑選想要看到的資料欄位(姓名、區域、會員種類、訂單日期、訂單金額、訂單點數)移動到「目前欄位」中,之後按壓下方「確定」後,會於資料庫平台2中撈取對應姓名、區域、會員種類、訂單日期、訂單金額、訂單點數之欄位的資料,並顯示結果如第4C圖所示;由於倍數是資料庫中沒有的欄位,所以必須新加一自定欄位,因此如第4D~4I圖所示,進行新增自訂欄位,而設定加倍點數的規則為會員種類VIP 且訂單金額小於1000=1、會員種類VIP且訂單金額介於1000到2000=2、會員種類VIP且訂單金額大於2000=3,並命名為「倍數」,之後按壓「完成」後,會於資料庫平台2中撈取對應「倍數」之欄位的資料,並顯示結果如第4J圖所示;而上述新增自訂欄位若是要使用者自行輸入,則必須輸入以下繁複的指令(但若是這種資料庫語法對於一般沒有資料庫知識的使用者來講,是很難直接下這種指令的): The field option customization module 3106 is a condition definition that can be used to create a new field option and can further set the field option; in addition, the field option customization module 3106 can directly directly A new field option is created in the list file stored in the data temporary storage module 3102, and the data corresponding to the new field option is extracted from the database platform 2 through the data extraction module 3104, and the extracted data is taken out. The data is merged into the list file; the actual operation of the new field is as shown in Figures 4A to 4J, because the full number of points is doubled (1 times 1000 times, 2 times 1000~2000, 2000 or more) 3 times), so find the list of eligible data. As shown in Figures 4A and 4B, you must first add a one-page check to find the list of eligible data, so press "+" and then in all fields. Select the data field you want to see (name, region, member type, order date, order amount, order points) to move to the "current field", then press "OK" below, it will be on the database platform 2 In the name, area, member type, order The data of the single date, order amount, order point field, and the result is shown in Figure 4C; since the multiple is a field that is not in the database, a new custom field must be added, so as in 4D As shown in the ~4I figure, the new custom field is set, and the rule for setting the double point is the member type VIP and the order amount is less than 1000=1, the member type VIP and the order amount is between 1000 and 2000=2, and the member type VIP And the order amount is greater than 2000=3, and is named as “multiple”. After pressing “Complete”, the data corresponding to the “Multiple” field will be retrieved in the database platform 2, and the result will be displayed as shown in Figure 4J; If the above-mentioned new custom field is to be input by the user, the following complicated instructions must be input (but if the database syntax is not suitable for users who do not have knowledge of the database, it is difficult to directly use such instructions. of):

而若是利用現有欄位數值使用函數計算,如第5A~5D圖所示,要再加一欄來計算倍數*訂單點數,來獲得本次活動獲得的加倍點數,並命名為「加倍送」,首先必須先選擇要設定的欄位後,再選擇與輸入篩選條件,全部都設定完之後,按壓「完成」,則會於資料庫平台2中撈取對應「加倍送」之欄位的資料,並顯示結果如第5D圖所示;而上述新增自訂欄位若是要使用者自行輸入,則必須輸入以下繁複的指令(但若是這種資料庫語法對於一般沒有資料庫知識的使用者來講,是很難直接下這種指令的): If the function is calculated using the existing field values, as shown in Figures 5A to 5D, add a column to calculate the multiple * order points to obtain the double points obtained in this activity, and name it "Double Send First, you must first select the field to be set, then select and input the filter conditions. After all the settings are completed, press "Finish", and the data corresponding to the "Double Delivery" field will be retrieved in the database platform 2. And display the results as shown in Figure 5D; and if the above new custom fields are to be entered by the user, you must enter the following complicated instructions (but if this database syntax is for users who generally do not have knowledge of the database) In terms of it, it is very difficult to directly follow such instructions):

該名單檔資料合併模組3107則是用以能夠將至少兩筆的名單檔進行合併並輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組1302內,而實際的操作如第6A~6C圖所示,由於要知道本次活動成效結果,要先做資料整理取得本次活動的名單,如第6A圖所示,選擇上方合併的圖案後, 再如第6B圖所示,選取要合併的頁籤,之後按壓「完成」後,如第6C圖所示,則會新增一包含來源標籤、Sheet 1&2所有資料及欄位的合併頁籤;而上述合併頁籤若是要使用者自行輸入產生,則必須輸入以下指令(但若是這種資料庫語法對於一般沒有資料庫知識的使用者來講,是很難直接下這種指令的): The list file merge module 3107 is configured to be able to merge at least two of the list files into another new list file, and another new list file is pre-stored in the data temporary storage module 1302. Inside, the actual operation is as shown in Figures 6A~6C. Since you want to know the results of this activity, you must first sort through the data to get the list of the event. As shown in Figure 6A, after selecting the merged pattern above, As shown in Figure 6B, select the tab to be merged, and then press "Done". As shown in Figure 6C, a new merge tab containing the source label, Sheet 1&2, and fields will be added. If the above merged tabs are to be generated by the user, the following instructions must be entered (but if the database syntax is not sufficient for users who do not have knowledge of the database), it is difficult to directly enter such instructions:

該名單檔資料交集模組3108係用以於至少兩筆的名單檔中篩選出相同內容的資料,並將相同內容的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組1302內,而實際的操作如第7A圖所示,選擇上方交集的圖案後,再如第7B圖所示,選取要保留相同值的頁籤,之後按壓「完成」後,如第7C及7D圖所示,則會將名單1及名單2相同的人取出,並顯示兩個頁籤所有欄位,而再由第7D圖可知,經過交集處理後,若同一人(例如陳謹榕)買多個商品時則會出現多筆;而上述交集頁籤若是要使用者自行輸入產生,則必須輸入以下指令(但若是這種資料庫語法對於一般沒有資料庫知識的使用者來講,是很難直接下這種指令的): The list file data sharing module 3108 is configured to filter out the same content data in at least two of the list files, and output the same content data as another new list file, and another new list file will be pre- Stored in the data temporary storage module 1302, and the actual operation is as shown in FIG. 7A. After selecting the pattern of the upper intersection, as shown in FIG. 7B, select the tab to retain the same value, and then press "Complete". After that, as shown in Figures 7C and 7D, the same person in List 1 and List 2 will be taken out, and all the fields of the two tabs will be displayed, and it can be seen from Figure 7D that after the intersection processing, if the same When a person (such as Chen Jinyi) buys multiple items, there will be multiple copies; if the above-mentioned intersection page is to be input by the user, the following instructions must be entered (but if the database syntax is not used for general knowledge of the database) In terms of it, it is very difficult to directly follow such instructions):

該名單檔資料排除模組3109用以於至少兩筆的名單檔中排除指定內容的資料,並將排除相同內容後的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組3102內,而實際的操作如第8A圖所示,選擇上方排除的圖案後,再如第8B圖所示,選取要排除的頁籤,之後按壓「完成」後,如第8C圖所示,其顯示欄位與合併相同,且其中資料為排除交集相同主鍵;而上述排除頁籤若是要使用者自行輸入產生,則必須輸入以下指令(但若是這種資料庫語法對於一般沒有資料庫知識的使用者來講,是很難直接下這種指令 的): The list file data exclusion module 3109 is configured to exclude the data of the specified content from the at least two lists, and output the data after excluding the same content as another new list file, and the other new list file is pre- Stored in the data temporary storage module 3102, and the actual operation is as shown in FIG. 8A. After selecting the pattern excluded above, as shown in FIG. 8B, the tab to be excluded is selected, and then the "finish" is pressed. As shown in Fig. 8C, the display field is the same as the merge, and the data is the same primary key for excluding the intersection; and if the above exclusion tab is to be input by the user, the following instruction must be input (but if such a database is used) Grammar For users who generally do not have knowledge of the database, it is difficult to directly follow such instructions):

該名單檔資料去重模組3110用以能夠提供一個以上的欄位選項,用以於至少一筆的名單檔中進行去除重覆的欄位,並將去除重覆後的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組3102內,而實際的操作如第9A圖所示,選擇上方去重的圖案後,再如第9B圖所示,選取要刪除重覆值的欄位,之後按壓「完成」後,如第9C圖所示,其顯示欄位只剩去重欄位,且資料去除重複剩下一筆;而上述去重頁籤若是要使用者自行輸入產生,則必須輸入以下指令(但若是這種資料庫語法對於一般沒有資料庫知識的使用者來講,是很難直接下這種指令的): The list file deduplication module 3110 is configured to provide more than one field option for removing the repeated fields in at least one of the list files, and outputting the removed data to another new one. The list file, and another new list file will be pre-stored in the data temporary storage module 3102, and the actual operation is as shown in FIG. 9A, after selecting the upper deduplication pattern, as shown in FIG. 9B. , select the field to delete the repeated value, and then press "Done", as shown in Figure 9C, the display field only has the remaining heavy field, and the data is removed repeatedly. If you want the user to enter the input, you must enter the following instructions (but if this database syntax is not easy for users who do not have knowledge of the database), it is difficult to directly enter such instructions:

該名單檔資料分析模組3111用以能夠提供一個以上的欄位選項,於選擇一個以上的欄位選項,該名單檔資料分析模組3111能夠將該名單檔內對應於該欄位選項之資料進行統計分析,並將統計分析結果輸出為一分析檔,而輸出之分析檔會預先儲存於該資料暫存模組3102內;另外,該資料分析設定模組3112係能夠用以設定該名單檔資料分析模組3111的統計分析模式,其中該統計分析模式係至少包含有統計分析條件及結果輸出格式,且該資料分析設定模組3112更能夠直接於該分析檔中設定該統計分析模式,而該名單檔資料分析模組3112能夠依據新的統計分析模式進行統計分析,並將新的統計分析結果取代原分析檔內的統計分析結果;而實際的資料分析操作如第10A圖所示,為了要分析會員獲得倍數的分佈情形,並寫下倍數1、2、3的人數百分比,必須選擇上方分析的圖案後, 再如第10B圖所示,拉選「倍數」的欄位選項進入,之後該名單檔資料分析模組3111會自動將依據該倍數所對應的資料中進行統計分析,並如第10C圖所示顯示分析後的表格與圖表;而為了分析倍數、地區在訂單金額的交叉分析結果,並寫下倍數等於1、南區的訂單金額,如第11A圖所示,必須再來另開一個頁籤來分析,之後如第11B圖所示,將「地區」、「訂單金額」、「倍數」的欄位選項拉選進入中央,之後該名單檔資料分析模組3111會自動將依據該地區、訂單金額、倍數所對應的資料中進行統計分析,並如第11B圖所示顯示分析後的表格與圖表;而分析所顯示的表格格式能夠再透過該資料分析設定模組3112進行更動,如第11C圖所示,能夠點選分析設定後,更改分析後的表格的格式(例如將地區像斜上方拖移後),如第11D圖所示,分析後的表格之地區則會顯示於上方,而除此之外,更能夠進一步設定分析後的圖表樣式(例如長條圖、柱形圖、折線、條形圖、餅圖、面積圖、散點圖、氣泡圖、雷達圖、股價圖、儀錶盤、全距圖、組合圖、甘特圖、圓環圖等等)。 The list file data analysis module 3111 is configured to provide more than one field option, and select one or more field options, and the list file data analysis module 3111 can display the data in the list file corresponding to the field option. The statistical analysis is performed, and the statistical analysis result is output as an analysis file, and the output analysis file is pre-stored in the data temporary storage module 3102; in addition, the data analysis setting module 3112 can be used to set the list file. The statistical analysis mode of the data analysis module 3111, wherein the statistical analysis mode includes at least a statistical analysis condition and a result output format, and the data analysis setting module 3112 is further capable of setting the statistical analysis mode directly in the analysis file, and The list file data analysis module 3112 can perform statistical analysis according to the new statistical analysis mode, and replace the statistical analysis result in the original analysis file with the new statistical analysis result; and the actual data analysis operation is as shown in FIG. 10A, To analyze the distribution of the members' multiples and write down the percentage of the number of people 1, 2, 3, you must select the graph above. After the case, As shown in FIG. 10B, the field option of “multiple” is selected, and then the data analysis module 3111 of the list file will automatically perform statistical analysis according to the data corresponding to the multiple, and as shown in FIG. 10C. Display the analyzed tables and charts; and in order to analyze the multiples, the regional cross-analysis results of the order amount, and write the multiple of the order amount equal to 1, the Southern District, as shown in Figure 11A, you must open another tab After analysis, as shown in Figure 11B, the field options of "Region", "Order Amount" and "Multiple" are selected and entered into the center. After that, the data analysis module 3111 of the list file will automatically be based on the region and the order. Statistical analysis is performed on the data corresponding to the amount and the multiple, and the analyzed form and chart are displayed as shown in FIG. 11B; and the table format displayed by the analysis can be further modified by the data analysis setting module 3112, such as the 11C As shown in the figure, after clicking the analysis setting, change the format of the analyzed table (for example, drag the area image diagonally upwards). As shown in Figure 11D, the area of the analyzed table will be displayed. In addition to this, it is possible to further set the analyzed chart style (for example, bar graph, column graph, polyline, bar graph, pie chart, area chart, scatter chart, bubble chart, radar chart, stock price) Diagrams, dashboards, full-range diagrams, combination diagrams, Gantt charts, doughnut charts, etc.).

本發明所提供之資料撈取分析系統,與其他習用技術相互比較時,其優點如下:(1)本發明能夠提供直覺化操作介面,讓使用者不需使用複雜的程式碼,也能夠輕鬆查得該資料庫平台之資料,且取出之資料能夠建立為一名單檔,並能夠進一步透過該直覺化操作介面對該名單檔以直覺化操作方式進行取得、篩選、新增、合併、分析等動作。 The advantages of the data extraction analysis system provided by the present invention when compared with other conventional techniques are as follows: (1) The present invention can provide an intuitive operation interface, so that the user can easily find it without using complicated code. The information of the database platform, and the extracted data can be established as a list file, and can further obtain, filter, add, merge, analyze and other actions in the intuitive operation mode through the intuitive operation interface.

本發明已透過上述之實施例揭露如上,然其並非用以限定本發明,任何熟悉此一技術領域具有通常知識者,在瞭解本發明前述的技術特徵及實施 例,並在不脫離本發明之精神和範圍內,當可作些許之更動與潤飾,因此本發明之專利保護範圍須視本說明書所附之請求項所界定者為準。 The present invention has been disclosed above by the above embodiments, but it is not intended to limit the present invention, and anyone skilled in the art can understand the foregoing technical features and implementations of the present invention. For example, and without departing from the spirit and scope of the invention, the scope of the invention is defined by the scope of the appended claims.

2‧‧‧資料庫平台 2‧‧‧Database Platform

3‧‧‧電腦設備 3‧‧‧Computer equipment

31‧‧‧客戶端網頁程式 31‧‧‧Client web application

Claims (17)

一種資料撈取系統,係包含:一資料庫平台,係用以儲存一筆以上的資料,其中該資料庫平台內係具有數個單一欄位的資料表,而該資料庫平台必須先進行反正規化後,以將數個資料表合併建立為一組合性大資料表,且該資料撈取模組則是依據該欄位挑選模組所挑選之欄位選項於該資料庫平台之組合性大資料表中撈取資料;一客戶端網頁程式,係能夠顯示於一電腦設備中,而該客戶端網頁程式係與該資料庫平台進行連線,該客戶端網頁程式係至少包含:一操作介面提供模組,用以提供運作該客戶端網頁程式所需之直覺化操作介面以進行操作;一資料暫存模組,係與該操作介面提供模組相連接,係至少用以儲存一筆以上的名單檔;一欄位挑選模組,係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,用以能夠挑選要看到資料的欄位;一資料撈取模組,係與該操作介面提供模組、該資料暫存模組及該欄位挑選模組相連接,用以依據該欄位挑選模組所挑選之欄位選項於該資料庫平台中撈取資料,並建立為一名單檔,而所建立的名單檔會預先儲存於該資料暫存模組內;一條件篩選模組,係與該操作介面提供模組及該資料暫存模組相連接,用以於該名單檔中包含的至少一個欄位選項中進行條件設定,以將名單檔中符合條件設定之資料進一步篩選出來,並建立為一新的名單檔,而新的名單檔會預先儲存於該資料暫存模組內;以及 一欄位選項自定義模組,係與該操作介面提供模組及該資料暫存模組相連接,用以建立一新的欄位選項與設定該欄位選項之條件定義。 A data retrieval system includes: a database platform for storing more than one piece of data, wherein the database platform has a plurality of data tables of a single field, and the database platform must first be denormalized. After that, a plurality of data tables are combined to form a combined large data table, and the data acquisition module is based on the field selection option selected by the field selection module on the database platform. A client webpage program is displayed on a computer device, and the client webpage program is connected to the database platform, and the client webpage program includes at least: an operation interface providing module For providing an intuitive operation interface for operating the client webpage program for operation; a data temporary storage module is connected to the operation interface providing module, at least for storing more than one list file; A field selection module is connected to the operation interface providing module and the data temporary storage module, and can provide more than one field option for selecting and viewing a data capture module; the data capture module is connected to the operation interface providing module, the data temporary storage module and the field selection module for selecting a field selected by the field according to the field The information is obtained from the database platform and is created as a list file, and the created list file is pre-stored in the data temporary storage module; a conditional screening module is provided with the operation interface and The data temporary storage module is connected to perform condition setting in at least one field option included in the list file, so as to further filter out the conditionally set data in the list file and establish a new list file. And the new list file will be pre-stored in the data temporary storage module; A field option customization module is connected to the operation interface providing module and the data temporary storage module for establishing a new field option and setting a condition definition of the field option. 如請求項1所述之資料撈取系統,其中該操作介面提供模組所提供之直覺化操作介面係能夠為可拖移介面、可點選介面或是兩者結合。 The information retrieval system of claim 1, wherein the intuitive interface provided by the operation interface providing module can be a draggable interface, a clickable interface, or a combination of the two. 如請求項1所述之資料撈取系統,其中該欄位選項自定義模組更能夠直接於該名單檔內建立新的欄位選項,並透過該資料撈取模組於該資料庫平台中將新的欄位選項所對應之資料取出,並將取出的資料合併於該名單檔內。 The data retrieval system of claim 1, wherein the field option customization module is more capable of creating a new field option directly in the list file, and using the data extraction module to be new in the database platform. The data corresponding to the field option is taken out, and the extracted data is merged into the list file. 如請求項1所述之資料撈取系統,其中該客戶端網頁程式更包含有一名單檔資料合併模組,該名單檔資料合併模組係與該操作介面提供模組及該資料暫存模組相連接,用以能夠將至少兩筆的名單檔進行合併並輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 The information retrieval system of claim 1, wherein the client webpage program further comprises an archive data merge module, the archive data merge module and the operation interface providing module and the data temporary storage module The connection is configured to be able to merge at least two of the list files and output them as another new list file, and another new list file is pre-stored in the data temporary storage module. 如請求項1所述之資料撈取系統,其中該客戶端網頁程式更包含有一名單檔資料交集模組,該名單檔資料交集模組係與該操作介面提供模組及該資料暫存模組相連接,用以於至少兩筆的名單檔中篩選出相同內容的資料,並將相同內容的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 The information retrieval system of claim 1, wherein the client webpage program further comprises an archive data collection module, the interface data collection module and the operation interface providing module and the data temporary storage module The connection is used to filter out the same content in at least two lists, and output the same content as another new list file, and another new list file is pre-stored in the data temporary storage mode. s. 如請求項1所述之資料撈取系統,其中該客戶端網頁程式更包含有一名單檔資料排除模組,該名單檔資料排除模組係與該操作介面提供模組及該資料暫存模組相連接,用以於至少兩筆的名單檔中排除指定內容的資料,並將排除相同內容後的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 The information retrieval system of claim 1, wherein the client webpage program further comprises an archive data exclusion module, the archive data exclusion module is associated with the operation interface providing module and the data temporary storage module The connection is used to exclude the specified content from the at least two lists, and output the data after excluding the same content as another new list file, and another new list file is pre-stored in the data temporary storage. Inside the module. 如請求項1所述之資料撈取系統,其中該客戶端網頁程式更包含 有一名單檔資料去重模組,該名單檔資料去重模組係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,用以於至少一筆的名單檔中進行去除重覆的欄位,並將去除重覆後的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 The data retrieval system of claim 1, wherein the client webpage program further comprises There is a list file data deduplication module, and the list file data deduplication module is connected with the operation interface providing module and the data temporary storage module, and can provide more than one field option for at least one The duplicated field is removed from the list file, and the duplicated data is output as another new list file, and another new list file is pre-stored in the data temporary storage module. 一種資料撈取分析系統,係包含:一資料庫平台,係用以儲存一筆以上的資料,其中該資料庫平台內係具有數個單一欄位的資料表,而該資料庫平台必須先進行反正規化後,以將數個資料表合併建立為一組合性大資料表,且該資料撈取模組則是依據該欄位挑選模組所挑選之欄位選項於該資料庫平台之組合性大資料表中撈取資料;一客戶端網頁程式,係能夠顯示於一電腦設備中,而該客戶端網頁程式係與該資料庫平台進行連線,該客戶端網頁程式係至少包含:一操作介面提供模組,用以提供運作該客戶端網頁程式所需之直覺化操作介面以進行操作;一資料暫存模組,係與該操作介面提供模組相連接,係至少用以儲存一筆以上的名單檔;一欄位挑選模組,係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,用以能夠挑選要看到資料的欄位;一資料撈取模組,係與該操作介面提供模組、該資料暫存模組及該欄位挑選模組相連接,用以依據該欄位挑選模組所挑選之欄位選項於該資料庫平台中撈取資料,並建立為一名單檔,而所建立的名單檔會預先儲存於該資料暫存模組內;一條件篩選模組,係與該操作介面提供模組及該資料暫存模組相連接,用以 於該名單檔中包含的至少一個欄位選項中進行條件設定,以將名單檔中符合條件設定之資料進一步篩選出來,並建立為一新的名單檔,而新的名單檔會預先儲存於該資料暫存模組內;一欄位選項自定義模組,係與該操作介面提供模組及該資料暫存模組相連接,用以建立一新的欄位選項與設定該欄位選項之條件定義;以及一名單檔資料分析模組,該名單檔資料分析模組係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,於選擇一個以上的欄位選項,該名單檔資料分析模組能夠將該名單檔內對應於該欄位選項之資料進行統計分析,並將統計分析結果輸出為一分析檔,而輸出之分析檔會預先儲存於該資料暫存模組內。 A data retrieval analysis system includes: a database platform for storing more than one piece of data, wherein the database platform has a plurality of data tables of a single field, and the database platform must first perform anti-regularization After the integration, a number of data tables are combined to form a combined large data table, and the data acquisition module is based on the field selection option selected by the field selection module in the field platform. The client webpage program is displayed on a computer device, and the client webpage program is connected to the database platform. The client webpage program includes at least: an operation interface providing mode The group is configured to provide an intuitive operation interface required to operate the client webpage program for operation; a data temporary storage module is connected to the operation interface providing module, and is configured to store at least one or more of the list files. A field selection module is connected to the operation interface providing module and the data temporary storage module, and can provide more than one field option for selecting The data capture module is connected to the operation interface providing module, the data temporary storage module and the field selection module for selecting the module according to the field selection module. The field option selects the data in the database platform and establishes it as a list file, and the created list file is pre-stored in the data temporary storage module; a condition screening module is provided with the operation interface The group and the data temporary storage module are connected to each other Condition setting is performed in at least one field option included in the list file to further filter out the conditionally set data in the list file and establish a new list file, and the new list file is pre-stored in the In the data temporary storage module; a field option customization module is connected with the operation interface providing module and the data temporary storage module for establishing a new field option and setting the field option. Condition definition; and a list file data analysis module, the list file data analysis module is connected with the operation interface providing module and the data temporary storage module, and can provide more than one field option, and select one or more The field data selection module can perform statistical analysis on the data corresponding to the field option in the list file, and output the statistical analysis result as an analysis file, and the output analysis file is pre-stored in the The data is temporarily stored in the module. 如請求項8所述之資料撈取分析系統,其中該操作介面提供模組所提供之直覺化操作介面係能夠為可拖移介面、可點選介面或是兩者結合。 The data extraction analysis system of claim 8, wherein the intuitive interface of the operation interface providing module can be a draggable interface, a clickable interface, or a combination of the two. 如請求項8所述之資料撈取分析系統,其中該欄位選項自定義模組更能夠直接於該名單檔內建立新的欄位選項,並透過該資料撈取模組於該資料庫平台中將新的欄位選項所對應之資料取出,並將取出的資料合併於該名單檔內。 The data extraction analysis system according to claim 8, wherein the field option customization module is further capable of establishing a new field option directly in the list file, and using the data extraction module in the database platform The data corresponding to the new field option is taken out, and the extracted data is merged into the list file. 如請求項8所述之資料撈取分析系統,其中該客戶端網頁程式更包含有一名單檔資料合併模組,該名單檔資料合併模組係與該操作介面提供模組及該資料暫存模組相連接,用以能夠將至少兩筆的名單檔進行合併並輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 The data extraction analysis system of claim 8, wherein the client webpage program further comprises an archive data merge module, the archive data merge module and the operation interface providing module and the data temporary storage module Connected to enable at least two of the list files to be merged and output as another new list file, and another new list file is pre-stored in the data temporary storage module. 如請求項8所述之資料撈取分析系統,其中該客戶端網頁程式更包含有一名單檔資料交集模組,該名單檔資料交集模組係與該操作介面提供模 組及該資料暫存模組相連接,用以於至少兩筆的名單檔中篩選出相同內容的資料,並將相同內容的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 The information retrieval analysis system of claim 8, wherein the client webpage program further comprises an archive data intersection module, wherein the profile data intersection module system and the operation interface provide a module The group and the data temporary storage module are connected to filter out the same content in at least two of the list files, and output the same content data as another new list file, and another new list file It will be stored in advance in the data temporary storage module. 如請求項8所述之資料撈取分析系統,其中該客戶端網頁程式更包含有一名單檔資料排除模組,該名單檔資料排除模組係與該操作介面提供模組及該資料暫存模組相連接,用以於至少兩筆的名單檔中排除指定內容的資料,並將排除相同內容後的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 The data retrieval analysis system of claim 8, wherein the client webpage program further comprises an archive data exclusion module, the archive data exclusion module and the operation interface providing module and the data temporary storage module Connected to exclude the specified content from at least two of the list files, and output the data after excluding the same content as another new list file, and another new list file is pre-stored in the data Save the module. 如請求項8所述之資料撈取分析系統,其中該客戶端網頁程式更包含有一名單檔資料去重模組,該名單檔資料去重模組係與該操作介面提供模組及該資料暫存模組相連接,能夠提供一個以上的欄位選項,用以於至少一筆的名單檔中進行去除重覆的欄位,並將去除重覆後的資料輸出為另一新的名單檔,而另一新的名單檔會預先儲存於該資料暫存模組內。 The information retrieval analysis system of claim 8, wherein the client webpage program further comprises an archive data deduplication module, the archive data deduplication module and the operation interface providing module and the data temporary storage The modules are connected to provide more than one field option for removing the repeated fields in at least one of the list files, and outputting the removed data to another new list file, and A new list file will be pre-stored in the data temporary storage module. 如請求項8所述之資料撈取分析系統,其中該客戶端網頁程式更包含有一資料分析設定模組,該資料分析設定模組係與該直覺化操作介面及該名單檔資料分析模組相連接,係用以設定該名單檔資料分析模組的統計分析模式,其中該統計分析模式係至少包含有統計分析條件及結果輸出格式。 The information retrieval analysis system of claim 8, wherein the client webpage program further comprises a data analysis setting module, wherein the data analysis setting module is connected to the intuitive operation interface and the list data analysis module. The utility model is used for setting a statistical analysis mode of the data analysis module of the list file, wherein the statistical analysis mode includes at least a statistical analysis condition and a result output format. 如請求項15所述之資料撈取分析系統,其中該資料分析設定模組更能夠直接於該分析檔中設定該統計分析模式,而該名單檔資料分析模組能夠依據新的統計分析模式進行統計分析,並將新的統計分析結果取代原分析檔內的統計分析結果。 The data extraction analysis system according to claim 15, wherein the data analysis setting module is further capable of setting the statistical analysis mode directly in the analysis file, and the log file data analysis module is capable of performing statistics according to a new statistical analysis mode. Analyze and replace the statistical analysis results in the original analysis file with the new statistical analysis results. 如請求項15所述之資料撈取分析系統,其中該結果輸出格式係 為表格、圖表或是兩者結合。 The data retrieval analysis system of claim 15, wherein the result output format is For tables, charts, or a combination of both.
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