Chinese CogBank

Cognitive properties of a word are important in metaphor understanding and generation, such as "雪(snow)-白(white)", "狗(dog)-可爱(lovely)".  Chinese CogBank is a database of cognitive properties of Chinese words. It has 232,497 “word-property” pairs, which consist of 83,104 words and 100,195 properties. The data were collected via Baidu.com, and adjudicated manually. Consequently, each “word-property” type has an associated frequency which can stand as a functional measure of the importance of a property.

Data Source:
The data were collected via Chinese search engine Baidu.com. Then 1,258,430 types (5,637,500 tokens) of “word-adjective” pairs were collected.  Within such a large data set there will be many incoherent pairs. After 2-year-long manual checking, the CogBank has 232,497 “wordproperty” pairs, which consist of 83,104 words and 100,195 properties.  Consequently, each “word-property” type has an associated frequency which can stand as a functional measure of the importance of a property.

Data Format:
word	porperty	freq
雪(snow)	白(white)	1210

Link: http://www.cognitivebase.com/   The website has kinds of online visualization searches, but the data only contains 40K pairs for demo show.
 
Ref: 
Bin Li, Xiaopeng Bai, Siqi Yin, Jie Xu. Chinese CogBank: Where to See the Cognitive Features of Chinese Words. Proceedings of the Third Workshop on Metaphor in NLP, pages 77–86, Denver, Colorado, June 5, 2015.
李 斌. 词语认知属性的知识库构建和应用（专著）. 北京：世界图书出版公司·北京公司，2017年9月.