Modelling on Car-Sharing Serial Prediction Based on Machine Learning and Deep Learning

Table 2

Chongqing’s weather conditions normalized frequency distributions.

Weather condition	Frequency	Weather condition	Frequency
Fair	0.42962	Light drizzle	0.00135
Fog	0.13210	T-storm	0.00130
Light rain	0.12954	Partial fog	0.00055
Partly cloudy	0.12487	Heavy T-storm	0.00050
Cloudy	0.10191	Wintry mix	0.00025
Mostly cloudy	0.02330	Fair/windy	0.00020
Haze	0.01707	Thunder in vicinity	0.00015
Mist	0.01285	Heavy T-storm/windy	0.00010
Light rain shower	0.01155	Heavy rain	0.00010
Rain	0.00341	T-storm/windy	0.00010
Patches of fog	0.00236	Shallow fog	0.00005
Light rain with thunders	0.00236	Heavy rain shower/windy	0.00005
Thunder	0.00226	Showers in the vicinity	0.00005
Rain shower	0.00190	Light rain/windy	0.00005