Assessing both the quantitative and qualitative aspects of groundwater is essential for evaluating its suitability for irrigation and drinking purpose. Consequently, this current study showcases its importance by determining groundwater quality in Sundargarh district of, India, where groundwater serves as vital water resources. 360 groundwater samples were collected from various dug wells during pre-monsoon season of 2014–21 and analyzed for major ions, some important irrigation water quality indices along with pH, EC and TDS. Statistical evaluation of groundwater quality parameters was performed by physiochemical analysis with association of ArcGIS 10.4 for developing the spatial mapping. Furthermore, statistical and hydrochemical analysis was executed by exhibiting box plot generation, correlation study and hierarchical cluster analysis followed by categorization of water facies in , 1920; CGWB, 2013; Gad and Hattab, 2019’ has/have not been found in the reference list. Please add the corresponding reference(s) to the reference list.>Xlstat 2023, SPSS 23 and Diagrammes 6.1. Groundwater is mostly characterized as Na+-SO42- and deep meteoric percolation (DMP) type based on Base Exchange Indices with the dominance of Ca2+ and HCO3− as the major cation and anion respectively. Besides that, groundwater from 92%, 96%, 84%, 100%, 99%, 98%, 57%, 64%, 100%, 77%, 98% and 89% dug wells are found to be highly suitable for cultivation of major crops of this district depending on spatial variation of EC, TDS. Cl−, SAR, RSC, KR, PI, %Na, ESP, MAR, SSP and PS respectively. Groundwater facies are mostly categorized as Ca–HCO3 (60.8%) and C2–S1 (65.5%) type based on Piper and Wilcox diagram respectively. The dominant geochemical controlling factors are evaporation, reverse ion exchange and silicate weathering. Therefore, the objectives of this present research may provide necessary information to the regulatory boards and policy makers for efficient monitoring of groundwater quality and contaminated aquifers in Sundargarh district to make fit this crucial water resources for agricultural purpose.