Overview: This dataset contains the names of foreign universities as extracted from 中国留学生大辞典, the CUSDOS dataset, and the MGZF_1944 dataset. The English names provided are canonical where known, but many have been translated using Google Translate. The verification of original names is ongoing, with U.S. universities being fully verified. The dataset includes 2,369 entries, though some universities appear multiple times due to variations in their Chinese names. Structure: The dataset consists of the following key columns: Univ_For_ZhT: The name of the university in Chinese. Univ_Eng: The corresponding English name (canonical where available, otherwise translated). Univ_For_Py: The pinyin transliteration of the Chinese university name. City: The city in which the university is located. State: The state or region (for countries where applicable). Country: The country in which the university is located. Country_ZhT: The country name in Chinese. Latitude: The geographic latitude coordinate of the university (when available). Longitude: The geographic longitude coordinate of the university (when available). Purpose & Applications: Historical Data Matching: Enables researchers to link foreign university names found in historical Chinese records to standardized names. Multilingual Standardization: Provides bilingual reference data for academic institutions worldwide. Geospatial Analysis: Facilitates mapping of foreign universities attended by Chinese students. Database Integration: Helps integrate historical and modern university name records into structured datasets. Data Quality Considerations: Some universities appear multiple times due to variations in their recorded Chinese names. English names may be unverified translations, with ongoing efforts to confirm original names. Geocoordinate data is available for only a subset of universities. Some location fields (such as state and city) are incomplete and may require additional processing for structured use.