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Junran Liang's Projects

bd_qianxicrawler icon bd_qianxicrawler

๐Ÿ™ Baidu migration data crawling ๐Ÿ™ City-level flow migration index ๐Ÿ™ City migration in and out index ๐Ÿ™ Intra-city commuting index ๐Ÿ™ Intra-city leisure and entertainment index, etc. ๐Ÿ™ Accurate to city and date

geosqltoolkit icon geosqltoolkit

Series of scripts for geospatial data analytics, calculation and interaction. Integrating Python and SQL efficiently for spatial data interacting with your geo-database.

mobile_data_process icon mobile_data_process

๐Ÿ“ฑ๐Ÿ“ฑ a repo for processing signal phone big data in urban informatics, urban planning and smart cities.

next-web icon next-web

โ€œGISๆตทๅค–้™ขๆ กๅ’Œ้กน็›ฎไฟกๆฏโ€ไธ‹ไธ€ไปฃ็ฝ‘็ซ™็š„webๅ‰็ซฏ้ƒจๅˆ†

night_light_image icon night_light_image

processing nighttime light images for calculating urban socioeconomic status.

pems icon pems

๐Ÿš—๐Ÿš—Caltrans Performance Measurement System(PeMS): Transport data crawler, data processor and data transformer ๐Ÿš—๐Ÿš—

road_regularization icon road_regularization

๐Ÿš€ Road network simplification, batch conversion of OSM road multi-lines to single lines ๐Ÿš€ Detection and export of dead-end roads ๐Ÿš€ Parcel division ๐Ÿš€ Road network optimization ๐Ÿš€ Block divide, cartography, export dead-end roads, and so on...

streetview_images_crawler icon streetview_images_crawler

๐Ÿa repo for crawling online streetview images for planning, urban big data, spatial-temporal data analytics

szu-chatbot icon szu-chatbot

๐Ÿค–๐Ÿค–๐Ÿค–szu-chatbot: customized gpt for shenzhen univiersity

xgboost_accident_modelling icon xgboost_accident_modelling

exploring the effects of the directly perceived surrounding on traffic accident using XGBoost and SHAP. Using Google Streetview as the surrounding data source.

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