167 lines
6.4 KiB
Python
167 lines
6.4 KiB
Python
import pandas as pd
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from openpyxl import Workbook
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from openpyxl.styles import Font, Alignment, PatternFill
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# 创建工作簿
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wb = Workbook()
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wb.remove(wb.active) # 删除默认sheet
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# ================== Sheet1: 基本信息 ==================
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ws1 = wb.create_sheet("基本信息")
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ws1.append(["字段", "内容"])
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basic_info = [
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["学员ID", "1185"],
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["学习级别", "Level 1"],
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["已学单元", "Unit49 ~ Unit54（共6个单元）"],
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["学习周期", "2025年6月 ~ 2026年4月11日"],
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["总有效学习时长", "约62分钟（平均每单元10~15分钟）"]
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]
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for row in basic_info:
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ws1.append(row)
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# 样式设置
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header_fill = PatternFill(start_color="FFC000", end_color="FFC000", fill_type="solid")
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for col in range(1, 3):
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cell = ws1.cell(row=1, column=col)
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cell.font = Font(bold=True)
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal="center")
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# ================== Sheet2: 整体学习概览 ==================
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ws2 = wb.create_sheet("整体学习概览")
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ws2.append(["字段", "内容"])
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overview = [
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["总互动答题次数", "644次（覆盖20+种题型）"],
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["已掌握核心知识点", "182个（单词+句型）"],
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["单元整体掌握率", "88%（良好水平）"],
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["单元挑战完成情况", "听力6次全Perfect，口语6次（2Perfect/2Good/2Oops）"]
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]
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for row in overview:
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ws2.append(row)
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for col in range(1, 3):
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cell = ws2.cell(row=1, column=col)
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cell.font = Font(bold=True)
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal="center")
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# ================== Sheet3: 互动组件表现 ==================
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ws3 = wb.create_sheet("互动组件表现")
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ws3.append(["结果等级", "数量", "占比"])
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interactive = [
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["Perfect", 437, "67.8%"],
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["Good", 78, "12.1%"],
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["Pass", 102, "15.8%"],
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["Oops", 15, "2.3%"],
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["Failed", 12, "1.9%"]
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]
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for row in interactive:
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ws3.append(row)
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for col in range(1, 4):
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cell = ws3.cell(row=1, column=col)
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cell.font = Font(bold=True)
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal="center")
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# ================== Sheet4: 薄弱知识点 ==================
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ws4 = wb.create_sheet("薄弱知识点")
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ws4.append(["知识点英文", "中文意思", "错误占比"])
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weak_points = [
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["carrot", "胡萝卜", "33.3%"],
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["story", "故事", "25%"],
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["right", "右边", "30%"],
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["dirty", "脏的", "33.3%"],
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["coconut", "椰子", "33.3%"],
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["favourite", "最喜欢的", "33.3%"]
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]
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for row in weak_points:
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ws4.append(row)
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for col in range(1, 4):
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cell = ws4.cell(row=1, column=col)
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cell.font = Font(bold=True)
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal="center")
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# ================== Sheet5: 单元挑战表现 ==================
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ws5 = wb.create_sheet("单元挑战表现")
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ws5.append(["题型", "测试次数", "Perfect次数", "Good次数", "Oops次数", "整体表现"])
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challenge = [
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["听力", 6, 6, 0, 0, "🌟 满分水平，听音辨音、听力理解能力极强"],
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["口语", 6, 2, 2, 2, "📈 良好水平，发音准确率约80%，句子完整度有待提升"]
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]
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for row in challenge:
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ws5.append(row)
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for col in range(1, 7):
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cell = ws5.cell(row=1, column=col)
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cell.font = Font(bold=True)
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal="center")
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# ================== Sheet6: 优势总结 ==================
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ws6 = wb.create_sheet("优势总结")
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ws6.append(["序号", "优势内容"])
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strengths = [
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[1, "听力能力突出：所有单元听力挑战全满分，对语音、语调、连读的识别准确率100%"],
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[2, "基础单词掌握牢固：85%的核心单词Perfect比例100%，词义、发音记忆扎实"],
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[3, "学习韧性强：所有Oops/Failed题目最终都通过多次尝试完成，无放弃作答情况"],
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[4, "核心句型掌握稳定：90%以上的常用句型（问候、询问、指令等）掌握率100%，能够准确理解和应用"]
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]
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for row in strengths:
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ws6.append(row)
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for col in range(1, 3):
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cell = ws6.cell(row=1, column=col)
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cell.font = Font(bold=True)
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal="center")
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# ================== Sheet7: 待提升方向 ==================
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ws7 = wb.create_sheet("待提升方向")
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ws7.append(["序号", "提升方向"])
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improve = [
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[1, "口语表达完整度：2次口语挑战Oops均因为句子表述不完整，遗漏核心成分"],
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[2, "发音准确率：部分长单词（如coconut、favourite）发音准确率低于70%"],
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[3, "生僻词记忆：低频出现的名词类单词遗忘率较高，需要定期复习"],
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[4, "句子结构排序：巩固练习中句子排序题错误率较高，对句型结构的熟练度有待加强"]
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]
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for row in improve:
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ws7.append(row)
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for col in range(1, 3):
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cell = ws7.cell(row=1, column=col)
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cell.font = Font(bold=True)
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal="center")
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# ================== Sheet8: 个性化学习建议 ==================
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ws8 = wb.create_sheet("个性化学习建议")
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ws8.append(["序号", "建议内容"])
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suggestions = [
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[1, "口语强化训练：每天花5分钟做句子跟读练习，重点训练完整句子的流利度和完整度，每次录音后对照参考答案自查"],
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[2, "单词复习计划：每周复习1次当月所学生僻单词，每次10分钟，采用闪卡记忆法强化"],
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[3, "句型专项训练：每天做3道句子排序题，连续练习2周，强化句型结构记忆"],
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[4, "发音纠正：针对发音准确率低的单词，每天跟读3遍，对比标准发音调整口型和语调"]
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]
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for row in suggestions:
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ws8.append(row)
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for col in range(1, 3):
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cell = ws8.cell(row=1, column=col)
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cell.font = Font(bold=True)
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cell.fill = header_fill
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cell.alignment = Alignment(horizontal="center")
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# 调整列宽
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for ws in wb.worksheets:
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for col in ws.columns:
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max_length = 0
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column = col[0].column_letter
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for cell in col:
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try:
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if len(str(cell.value)) > max_length:
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max_length = len(str(cell.value))
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except:
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pass
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adjusted_width = (max_length + 2) * 1.2
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ws.column_dimensions[column].width = adjusted_width
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# 保存文件
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output_path = "/root/.openclaw/workspace-xiaoban/user_1185_study_analysis_report.xlsx"
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wb.save(output_path)
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print(f"Excel报告已生成，保存路径：{output_path}")
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