会计大数据基础

联系编辑

作者：张振和

ISBN：978-7-5685-5896-9

中图分类：F230

出版社：大连理工大学出版社

出版时间：2025-08-01

定价：49.80元

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　　本教材的编写旨在为高职院校财务会计类专业学生提供一套紧贴行业需求、理论与实践深度融合的教材，助力学生适应数字化时代的职业挑战。

内容简介
教材目录
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教学资源

本教材以业财税融合大数据为核心理念，以真实财务场景为载体，系统设计十大项目模块：从大数据基础认知到Python环境搭建，从语法入门到数据采集、清洗、分析与可视化，层层递进，构建完整的会计大数据知识体系。书中通过企业真实案例、任务驱动式教学和丰富的实操练习，帮助学生掌握Python工具在财务场景中的应用，培养学生的数据思维与技术创新能力。

项目一走进大数据………………………………………………………… 1

　　任务一认知大数据……………………………………………… 3

　　任务二认知财务大数据 ……………………………………… 10

　　任务三 DeepSeek等AI工具走进财务大数据 ………………… 17

项目二 Python环境搭建与使用………………………………………… 24

　　任务一了解Python …………………………………………… 26

　　任务二搭建Python开发环境 ………………………………… 28

　　任务三编写第一个Python程序 ……………………………… 33

项目三 Python语法入门………………………………………………… 40

　　任务一财务信息的输出 ……………………………………… 42

　　任务二财务数据标签：变量…………………………………… 46

　　任务三财务信息的输入 ……………………………………… 49

项目四 Python中的基础数据类型……………………………………… 55

　　任务一使用数值存储财务数据 ……………………………… 57

　　任务二用Python做计算 ……………………………………… 62

　　任务三使用字符串存储财务数据 …………………………… 65

项目五 Python中的高级数据类型 ……………………………………… 76

　　任务一使用列表存储财务数据 ……………………………… 78

　　任务二使用元组存储财务数据 ……………………………… 87

　　任务三使用字典存储财务数据 ……………………………… 89

　　任务四使用集合存储财务数据 ……………………………… 93

项目六程序流程控制在财务中的应用 ………………………………… 97

　　任务一使用判断语句进行财务工作 ………………………… 99

　　任务二使用循环语句进行财务工作 ………………………… 112

项目七财务工作中函数的调用………………………………………… 127

　　任务一内置函数 ……………………………………………… 129

　　任务二自定义函数 …………………………………………… 132

　　任务三匿名函数 ……………………………………………… 137

项目八财务数据的采集………………………………………………… 143

　　任务一外部数据采集 ………………………………………… 145

　　任务二内部数据采集 ………………………………………… 150

项目九财务数据清洗与分析…………………………………………… 157

　　任务一财务数据清洗 ………………………………………… 159

　　任务二财务数据分析 ………………………………………… 186

项目十财务数据可视化………………………………………………… 205

　　任务一认识Matplotlib——数据可视化工具包 ……………… 207

　　任务二财务数据可视化——Pyecharts ……………………… 223

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CONNECT:[ UseTime:0.005045s ] mysql:host=8.142.115.240;port=3306;dbname=demo_dutp_cn;charset=utf8
SHOW FULL COLUMNS FROM `xn_keyword` [ RunTime:0.015631s ]
SELECT * FROM `xn_keyword` WHERE `type` = 'sve' AND `type_resources` = 2 ORDER BY `sort` DESC [ RunTime:0.003084s ]
SHOW FULL COLUMNS FROM `xn_category` [ RunTime:0.015540s ]
SELECT * FROM `xn_category` ORDER BY `sort` ASC,`id` ASC [ RunTime:0.008580s ]
SELECT * FROM `xn_category` WHERE `type` = 1 AND `is_plan` = 1 ORDER BY `sort` ASC,`id` ASC [ RunTime:0.004445s ]
SELECT * FROM `xn_category` WHERE `type` = 1 ORDER BY `sort` ASC,`id` ASC [ RunTime:0.005822s ]
SELECT * FROM `xn_category` WHERE `type` = 2 ORDER BY `sort` ASC,`id` ASC [ RunTime:0.004695s ]
SHOW FULL COLUMNS FROM `xn_online` [ RunTime:0.015479s ]
SELECT * FROM `xn_online` WHERE `category_name` = 'sve' AND `type` = 1 ORDER BY `sort` DESC [ RunTime:0.002997s ]
SELECT * FROM `xn_online` WHERE `category_name` = 'sve' AND `type` = 2 ORDER BY `sort` DESC [ RunTime:0.002871s ]
SELECT * FROM `xn_online` WHERE `category_name` = 'sve' AND `type` = 3 LIMIT 1 [ RunTime:0.002854s ]
SHOW FULL COLUMNS FROM `xn_sve_category` [ RunTime:0.015590s ]
SELECT * FROM `xn_sve_category` WHERE `pid` = 0 AND `status` = 1 ORDER BY `sort` ASC [ RunTime:0.002955s ]
SELECT * FROM `xn_sve_category` WHERE `pid` = 46 [ RunTime:0.002832s ]
SELECT * FROM `xn_sve_category` WHERE `pid` = 61 [ RunTime:0.002828s ]
SELECT * FROM `xn_sve_category` WHERE `pid` = 62 [ RunTime:0.002803s ]
SELECT * FROM `xn_sve_category` WHERE `pid` = 68 [ RunTime:0.002783s ]
SELECT * FROM `xn_sve_category` WHERE `pid` = 63 [ RunTime:0.002786s ]
SELECT * FROM `xn_sve_category` WHERE `pid` = 49 [ RunTime:0.002786s ]
SELECT * FROM `xn_category` WHERE `type` = 1 AND `is_plan` = 1 AND `category_type` = 'sve' ORDER BY `sort` ASC,`id` ASC [ RunTime:0.003972s ]
SHOW FULL COLUMNS FROM `xn_footer` [ RunTime:0.014666s ]
SELECT * FROM `xn_footer` ORDER BY `sort` DESC [ RunTime:0.002957s ]
SELECT * FROM `xn_footer` WHERE `type` = 1 ORDER BY `sort` DESC [ RunTime:0.002853s ]
SELECT * FROM `xn_footer` WHERE `type` = 2 ORDER BY `sort` DESC [ RunTime:0.002898s ]
SHOW FULL COLUMNS FROM `xn_books` [ RunTime:0.015165s ]
SELECT * FROM `xn_books` WHERE `is_show` = 1 AND `id` = 5157 LIMIT 1 [ RunTime:0.003028s ]
SELECT * FROM `xn_books` WHERE `category_id` = 451 LIMIT 4 [ RunTime:0.009649s ]
SHOW FULL COLUMNS FROM `xn_main_banner` [ RunTime:0.015922s ]
SELECT * FROM `xn_main_banner` WHERE `category_id` = 261 ORDER BY `sort` DESC LIMIT 1 [ RunTime:0.002964s ]
SELECT * FROM `xn_main_banner` WHERE `category_id` = 260 ORDER BY `sort` DESC LIMIT 1 [ RunTime:0.002935s ]
SHOW FULL COLUMNS FROM `xn_download` [ RunTime:0.014947s ]
SELECT `d`.*,c.title as category_name FROM `xn_download` `d` INNER JOIN `xn_category` `c` ON `c`.`id`=`d`.`category_id` WHERE `d`.`book_id` = '5157' [ RunTime:0.012015s ]
SHOW FULL COLUMNS FROM `xn_download_category` [ RunTime:0.014798s ]
SELECT `images` FROM `xn_download_category` WHERE `id` = 6 LIMIT 1 [ RunTime:0.002845s ]
SELECT `images` FROM `xn_download_category` WHERE `id` = 9 LIMIT 1 [ RunTime:0.002839s ]
SELECT `images` FROM `xn_download_category` WHERE `id` = 5 LIMIT 1 [ RunTime:0.002788s ]
SELECT `images` FROM `xn_download_category` WHERE `id` = 9 LIMIT 1 [ RunTime:0.002759s ]
SELECT `images` FROM `xn_download_category` WHERE `id` = 5 LIMIT 1 [ RunTime:0.002763s ]
SELECT `images` FROM `xn_download_category` WHERE `id` = 8 LIMIT 1 [ RunTime:0.002778s ]
SHOW FULL COLUMNS FROM `xn_editor` [ RunTime:0.014839s ]
SELECT * FROM `xn_editor` WHERE `id` = 35 LIMIT 1 [ RunTime:0.002838s ]

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