The party launched a pilot programme in Hangzhou, capital of east China's Zhejiang Province, which is also known as China's e-commerce capital and home to Internet giant Alibaba, as well as the host of the 2016 G20 Summit.
Latest data released by the party's Central Commission for Discipline Inspection (CCDI) said over 1.01 million officials were punished for corruption in the last three years in the anti-corruption campaign launched by President Xi Jinping, state-run Global Times reported today.
"We have sorted party members' assessment criteria into 136 categories. Through updating and analysing the data, scientific intra-party management can be achieved," Shang Liping, a researcher with the city's CPC organisation department told Xinhua.
The ruling party of China has put a premium on monitoring the work performance of its 88.75 million members, which is key to the party's governance and protecting the people's interests.
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"By turning the code of conduct, rules and requirements into performance indicators, we can have a closed system to supervise members' performance through monitoring and analysing the data," said Zhang Zhongcan, head of the organisation department.
"The system helps tighten the organisation mode," Zou Zijuan, secretary of the CPC branch at the Shangyangshi Street Community said.
Zou said the system also relieves grassroots party leaders from the burdensome work of giving year-end assessments for each member, as the big data system can trace members' performance and eliminate the paperwork of assessing them.
Zhang Zhongcan said the party leadership has emphasised the comprehensive and strict management of the party to improve the work style of the party and governments.
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