The bacterial community structure in 29 naturally fermented samples of sunki, an unsalted lactic-fermented pickle in Japan, was determined by 16S rRNA gene-targeted metagenomic analysis. The data revealed that genus Lactobacillus was dominant in all samples and various bacterial species, related to Lactobacillus delbrueckii, Lactobacillus plantarum, Lactobacillus buchneri, Lactobacillus fermentum, Lactobacillus reuteri, Lactobacillus crispatus, Lactobacillus intestinalis, and Lactobacillus gasseri, showed a range of dominance depending on the samples. Comparative analysis of the bacterial composition by principal coordinate analysis and hierarchical clustering classified the varied bacterial composition of the 29 samples into three types of bacterial community structure. These types comprised lactobacilli belonging to different phylogenetic groups: type A had a certain ratio of Lactobacillus fermentum (70.3-22.1%, average 41.2%) in combination with several species belonging to Lactobacillus delbrueckii-phylogenetic group, type B comprised remarkably high levels of species Lactobacillus delbrueckii (average 89.5%), and type C had combinations of species belonging to Lactobacillus plantarum- and Lactobacillus buchneri-phylogenetic groups. Interestingly, these types differed in the compositional profiles of water-soluble and volatile compounds, and statistically significant differences were observed in the levels of acetic acid, succinic acid, ethanol, ethyl acetate, glutamic acid, gamma-aminobutyric acid, and isovaleraldehyde. Furthermore, metabolomic analysis revealed a correlation of Lactobacillus fermentum dominance with pH value and lactic and acetic acid levels, with high R values of 0.643, -0.642, and 0.528, respectively. The data reported in this study showed the characteristics of the bacterial composition in the unsalted sunki pickle and its potential relationship with the compositional profile. (C) 2019, The Society for Biotechnology, Japan. All rights reserved.