Mathematical Exercises in Chinese (1M)

Mathematical exercises in Chinese with basic operations and more

By yang haoxiang (From Huggingface) [source]

About this dataset

> The Mathematics Exercises with Chinese and Basic Operations dataset, now in its updated Version 1.1, is a comprehensive collection of mathematical exercises for training purposes. This dataset specifically caters to individuals who are learning mathematics through the medium of Chinese characters. > > With a diverse range of exercises, this dataset focuses on fundamental operations including addition, subtraction, multiplication, and division. Moreover, it also covers more advanced concepts like exponentiation and square roots. The exercises are designed to enhance the understanding and proficiency of learners in solving mathematical problems. > > By providing exercises in Chinese characters, this dataset facilitates language integration into the field of mathematics education. Learners can sharpen their mathematical skills while simultaneously deepening their understanding of the Chinese language. > > The dataset consists of two columns: text and text. These columns contain carefully curated exercise statements written exclusively using Chinese characters. Each exercise encourages users to apply their knowledge of basic operations or explore more complex calculations involving exponents or square roots. > > This update reinforces the value and inclusivity that this dataset brings by enabling learners to engage with mathematics using different languages as a tool for comprehension. With its comprehensive content and accessibility features, Version 1.1 presents an excellent resource for students, educators, or anyone interested in practicing mathematical skills while immersing themselves in the richness of the Chinese language. >

How to use the dataset

> > - Dataset Overview: > - This dataset is an updated version of the original Mathematics Exercises with Chinese and Basic Operations dataset. > - It focuses on mathematical exercises written in Chinese characters, covering basic operations like addition, subtraction, multiplication, and division. > - The updated version also includes additional concepts such as exponentiation and square roots. > > - File Information: > - The main file included is train.csv. > - This file contains a collection of mathematical exercises with Chinese characters that are suitable for training purposes. > - Each exercise is represented by a text entry in the 'text' column of the CSV file. > > - Usage Suggestions: > - Language Learning: If you are learning or teaching Mandarin Chinese, these mathematical exercises can be useful for practicing reading comprehension and understanding mathematical terms in Chinese. > > Example: You can take each exercise from the 'text' column and try to solve them while understanding the meaning of each equation using translation tools or consulting a Mandarin speaker. > > - Data Analysis: If you are interested in analyzing patterns or trends within mathematical problems or want to build models based on Mandarin math exercises, this dataset provides ample opportunities for exploration. > > - Preprocessing Considerations: > Since this dataset involves text data written in Chinese characters, certain preprocessing steps may be necessary depending on your specific use case: > > - Character Encoding: Ensure that your system is set up to handle UTF-8 encoding since it supports all Unicode characters used in this dataset. > > Example: Many programming languages natively support UTF-8 encoding, but if you encounter any issues while processing or displaying the Chinese characters, consider adjusting the encoding settings. > > - Text Normalization: Depending on your analysis goals, you may need to perform text normalization techniques such as tokenization, lowercasing, or removing punctuation marks before further processing. >

Research Ideas

> - Language learning: This dataset can be used to enhance language learning skills for students who are learning Chinese. By practicing solving mathematical exercises in Chinese characters, students can improve their vocabulary and comprehension of mathematical terms in the Chinese language. > - Cultural understanding: Studying mathematical exercises written in Chinese characters can provide insights into the cultural context of mathematics education in China. It allows educators and researchers to explore how math concepts are expressed and taught using a different language system, contributing to a broader understanding of different educational practices around the world. > - Algorithm development: Researchers or data scientists working on natural language processing tasks can utilize this dataset to develop algorithms that recognize and understand mathematical expressions written in Chinese characters. This dataset serves as valuable training data for building models that aim to interpret mathematical problems written in different languages accurately

Acknowledgements

> If you use this dataset in your research, please credit the original authors. > Data Source > >

License

> > > License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication > No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: train.csv

Acknowledgements

> If you use this dataset in your research, please credit the original authors. > If you use this dataset in your research, please credit yang haoxiang (From Huggingface).