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SpyderCont
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lxml==5.2.0
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pytest==8.1.1
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Requests==2.31.0
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import openpyxl
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from entity.BilibiliVideo import BilibiliVideo
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# 创建一个函数，用于将 BilibiliVideo 实例的属性写入 Excel 表格中
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def write_to_excel(video_instances, excel_filename):
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wb = openpyxl.Workbook()
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ws = wb.active
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# 添加表头
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ws.append(['bvId', 'title', 'url', 'uploadTime', 'uploadTimeText', 'topNo', 'viewCount', 'likeCount', 'coinCount',
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'favoriteCount', 'commentCount', 'bulletCount', 'creatorId', 'creatorName', 'creatorFanCount'])
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# 遍历 BilibiliVideo 实例列表，逐个写入表格
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for video_instance in video_instances:
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ws.append([video_instance.bvId, video_instance.title, video_instance.url, video_instance.uploadTime,
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video_instance.uploadTimeText, video_instance.topNo, video_instance.viewCount, video_instance.likeCount,
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video_instance.coinCount, video_instance.favoriteCount, video_instance.commentCount,
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video_instance.bulletCount, video_instance.creatorId, video_instance.creatorName,
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video_instance.creatorFanCount])
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# 保存 Excel 文件
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wb.save(excel_filename)
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if __name__ == '__main__':
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# 测试数据
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test_cases = [
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BilibiliVideo("BV1a4411C7i2", "视频标题1", "https://www.bilibili.com/video/BV1a4411C7i2", 1648927200, 1, 100000, 5000, 2000, 3000, 1000, 500, "up123456", "UP主A", 1000000),
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BilibiliVideo("BV1F5411S8h3", "视频标题2", "https://www.bilibili.com/video/BV1F5411S8h3", 1648830800, 2, 80000, 4000, 1500, 2000, 800, 400, "up234567", "UP主B", 800000),
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BilibiliVideo("BV1bW411d9c4", "视频标题3", "https://www.bilibili.com/video/BV1bW411d9c4", 1648734400, 3, 60000, 3000, 1000, 1500, 600, 300, "up345678", "UP主C", 600000),
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BilibiliVideo("BV1qy411z5k5", "视频标题4", "https://www.bilibili.com/video/BV1qy411z5k5", 1648638000, 4, 40000, 2000, 800, 1000, 400, 200, "up456789", "UP主D", 400000),
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BilibiliVideo("BV1R4411J0a6", "视频标题5", "https://www.bilibili.com/video/BV1R4411J0a6", 1648541600, 5, 20000, 1000, 500, 700, 200, 100, "up567890", "UP主E", 200000),
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BilibiliVideo("BV1gW411H8d7", "视频标题6", "https://www.bilibili.com/video/BV1gW411H8d7", 1648445200, 6, 10000, 500, 300, 400, 100, 50, "up678901", "UP主F", 100000),
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BilibiliVideo("BV1py411t6v8", "视频标题7", "https://www.bilibili.com/video/BV1py411t6v8", 1648348800, 7, 5000, 300, 200, 300, 50, 30, "up789012", "UP主G", 50000),
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BilibiliVideo("BV1Qy411S3x9", "视频标题8", "https://www.bilibili.com/video/BV1Qy411S3x9", 1648252400, 8, 2000, 100, 100, 200, 20, 10, "up890123", "UP主H", 20000),
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BilibiliVideo("BV1a4411C4y0", "视频标题9", "https://www.bilibili.com/video/BV1a4411C4y0", 1648156000, 9, 1000, 50, 50, 100, 10, 5, "up901234", "UP主I", 10000),
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BilibiliVideo("BV1F5411C2r1", "视频标题10", "https://www.bilibili.com/video/BV1F5411C2r1", 1648059600, 10, 500, 30, 20, 50, 5, 3, "up012345", "UP主J", 5000)
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]
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# 将测试数据写入 Excel 文件
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write_to_excel(test_cases, 'bilibili_videos_with_charts.xlsx')
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import openpyxl
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def calculate_ratio_and_update(file_path, sheet_name):
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# 打开 Excel 文件
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wb = openpyxl.load_workbook(file_path)
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sheet = wb[sheet_name]
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# 遍历除第一行外的每一行数据
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for row_num in range(2, sheet.max_row + 1):
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value1 = sheet.cell(row=row_num, column=7).value #观看
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value2 = sheet.cell(row=row_num, column=8).value#点赞
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value3 = sheet.cell(row=row_num, column=9).value#投币
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value4 = sheet.cell(row=row_num, column=10).value#收藏
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value5 = sheet.cell(row=row_num, column=11).value#评论
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value6 = sheet.cell(row=row_num, column=15).value#粉丝
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value7 = sheet.cell(row=row_num, column=12).value # 弹幕
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if value1 is not None and value2 is not None:
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value1 = float(value1)
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value2 = float(value2)
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value3 = float(value3)
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value4 = float(value4)
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value5 = float(value5)
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value6 = float(value6)
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ratio1 = value2 / value1
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sheet.cell(row=row_num, column=17).value = ratio1 #
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ratio2 = value3 / value1
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sheet.cell(row=row_num, column=18).value = ratio2
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ratio3 = value4 / value1
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sheet.cell(row=row_num, column=19).value = ratio3
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ratio4 = value6 / value1
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sheet.cell(row=row_num, column=20).value = ratio4
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ratio5 = value5 + value7
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sheet.cell(row=row_num, column=21).value = ratio5
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# 保存文件
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wb.save(file_path)
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if __name__ == '__main__':
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# 示例用法
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file_path = 'bilibili_videos_with_charts.xlsx' # Excel 文件路径
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sheet_name = 'Sheet' # 工作表名称
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calculate_ratio_and_update(file_path, sheet_name)
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print("Data analysis written to the Excel file.")
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import openpyxl
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from openpyxl.chart import BarChart, Reference, AreaChart
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def create_bar_chart(file_name, sheet_name):
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# 读取Excel文件
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wb = openpyxl.load_workbook(file_name)
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ws = wb[sheet_name]
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# 创建柱状图
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bar_chart = BarChart()
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bar_chart.title = "观众对于视频的认可度"
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bar_chart.y_axis.title = "Data"
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bar_chart.x_axis.title = "Index"
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# 设置柱状图数据
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bar_data = Reference(ws, min_col=17, min_row=2, max_row=ws.max_row)
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bar_categories = Reference(ws, min_col=2, min_row=2, max_row=ws.max_row)
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bar_chart.add_data(bar_data, titles_from_data=True)
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bar_chart.set_categories(bar_categories)
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# 添加柱状图到工作表
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ws.add_chart(bar_chart, "V1")
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# 调用函数并传入文件名和工作表名
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# 创建柱状图
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bar_chart = BarChart()
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bar_chart.title = "收益"
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bar_chart.y_axis.title = "Data"
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bar_chart.x_axis.title = "Index"
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# 设置柱状图数据
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bar_data = Reference(ws, min_col=18, min_row=2, max_row=ws.max_row)
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bar_categories = Reference(ws, min_col=2, min_row=2, max_row=ws.max_row)
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bar_chart.add_data(bar_data, titles_from_data=True)
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bar_chart.set_categories(bar_categories)
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# 添加柱状图到工作表
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ws.add_chart(bar_chart, "AD1")
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# 创建面积图
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area_chart = AreaChart()
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area_chart.title = "视频实用性"
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area_chart.y_axis.title = "Data"
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area_chart.x_axis.title = "Index"
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# 设置面积图数据
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area_data = Reference(ws, min_col=19, min_row=2, max_row=ws.max_row)
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area_categories = Reference(ws, min_col=2, min_row=2, max_row=ws.max_row)
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area_chart.add_data(area_data, titles_from_data=True)
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area_chart.set_categories(area_categories)
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# 添加面积图到工作表
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ws.add_chart(area_chart, "AL1")
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# 创建柱状图
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bar_chart_2 = BarChart()
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bar_chart_2.title = "视频惊艳程度"
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bar_chart_2.y_axis.title = "Data"
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bar_chart_2.x_axis.title = "Index"
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# 设置柱状图数据
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bar_data_2 = Reference(ws, min_col=20, min_row=2, max_row=ws.max_row)
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bar_categories_2 = Reference(ws, min_col=2, min_row=2, max_row=ws.max_row)
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bar_chart_2.add_data(bar_data_2, titles_from_data=True)
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bar_chart_2.set_categories(bar_categories_2)
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# 添加柱状图到工作表
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ws.add_chart(bar_chart_2, "AT1")
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# 创建柱状图
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bar_chart_3 = BarChart()
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bar_chart_3.title = "视频的互动性"
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bar_chart_3.y_axis.title = "Data"
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bar_chart_3.x_axis.title = "Index"
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# 设置柱状图数据
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bar_data_3 = Reference(ws, min_col=21, min_row=2, max_row=ws.max_row)
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bar_categories_3 = Reference(ws, min_col=2, min_row=2, max_row=ws.max_row)
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bar_chart_3.add_data(bar_data_3, titles_from_data=True)
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bar_chart_3.set_categories(bar_categories_3)
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# 添加柱状图到工作表
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ws.add_chart(bar_chart_3, "BB1")
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# 保存Excel文件
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wb.save('bilibili_videos_with_charts.xlsx')
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if __name__ == '__main__':
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create_bar_chart('bilibili_videos_with_charts.xlsx', 'Sheet')
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def write_english_texts(file_path, sheet_name, texts):
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# 打开 Excel 文件
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wb = openpyxl.load_workbook(file_path)
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sheet = wb[sheet_name]
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# 循环写入不同的英文文本到第一行的第17到21列
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for i, text in enumerate(texts, start=17):
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sheet.cell(row=1, column=i).value = text
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# 保存文件
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wb.save(file_path)
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file_path = 'bilibili_videos_with_charts.xlsx' # Excel 文件路径
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sheet_name = 'Sheet' # 工作表名称
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english_texts = [
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"approve",
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"money",
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"practical",
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"Stunning",
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"interaction"
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] # 要写入的英文文本列表
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if __name__ == '__main__':
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write_english_texts(file_path, sheet_name, english_texts)
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print("Data analysis chart written to the Excel file.")
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