This article demonstrates how to collect historical Beijing weather data using Python web‑scraping, clean and transform it with pandas, visualize overall and monthly patterns, and extract insights such as the first winter snowfall each year and annual snow‑day counts.
The 2020 Beijing monitoring report shows that new‑generation migrant workers now make up over half of the migrant labor force, with a rising male share, higher education levels, concentrated employment in labor‑intensive and IT‑related sectors, increasing incomes but widening gaps, and shifting living and leisure patterns.
The article examines the 2020 Beijing points‑based household registration dataset, showing how to download the CSV, use shell commands like awk, sort, uniq, and grep to extract score, company, surname, given‑name, and age distributions, and highlights the top companies and common surnames.
The 2019 Beijing Software and Information Service Industry Development Report reveals that the sector’s scale exceeded one trillion yuan, with double‑digit growth in cloud computing, big data, AI and cybersecurity, while talent, investment, and regional collaboration propelled the city to a leading national position.
This data‑driven article examines how much of a young professional’s monthly salary in Beijing is consumed by rent, using Lagou and Ziroom datasets to compare rental costs across districts with typical salaries, revealing that rent can take up to 40 % of earnings.
Beijing implemented temporary traffic restrictions during the 'One Belt, One Road' forum, affecting 34 bus routes and several subway stations.
