Number of Self-employed Individuals at the Year-end by Region(2015)
Region	Number of Households (household)	Number of  Engaged Persons (10 000 persons)
			Urban	Rural
Total	4530415	958.7	423.5	535.2
Jinan	302050	67.9	43.9	24.0
Qingdao	636671	111.4	55.8	55.6
Zibo	206312	41.8	21.6	20.2
Zaozhuang	226633	53.7	26.4	27.3
Dongying	89505	20.0	11.2	8.8
Yantai	418739	75.8	37.9	37.9
Weifang	488214	97.2	18.8	78.4
Jining	347563	78.0	30.1	47.9
Tai'an	215842	48.2	24.3	23.9
Weihai	136146	26.9	14.9	12.0
Rizhao	120135	21.1	7.3	13.8
Laiwu	53906	12.4	4.0	8.4
Linyi	319585	79.9	42.2	37.7
Dezhou	227890	51.7	21.0	30.7
Liaocheng	236979	54.1	20.3	33.8
Binzhou	136948	30.6	12.3	18.3
Heze	367297	87.7	31.4	56.3