data_summary.csv

,water_age,industrial_area,pollutant_type,flow_rate,chemical_oxygen_demand,agricultural_runoff,sensor_faults,biological_oxygen_demand,nearby_construction,turbidity,treatment_efficiency,contaminant_alerts,sampling_issues,contamination
count,297.0,297.0,297.0,297.0,297.0,297.0,297.0,297.0,297.0,297.0,297.0,297.0,297.0,297.0
mean,54.54208754208754,0.6767676767676768,3.1582491582491583,131.69360269360268,247.35016835016836,0.1447811447811448,0.9966329966329966,149.5993265993266,0.3265993265993266,1.0555555555555558,1.6026936026936027,0.6767676767676768,4.730639730639731,0.4612794612794613
std,9.049735681096765,0.46849996744100164,0.9648594099420302,17.762806366598998,51.99758253513897,0.35247393412545347,0.9949138102637306,22.941562061360813,0.4697608121961864,1.1661227818468953,0.6181867696375288,0.93896452630245,1.9386286411484317,0.4993398134940258
min,29.0,0.0,1.0,94.0,126.0,0.0,0.0,71.0,0.0,0.0,1.0,0.0,3.0,0.0
25%,48.0,0.0,3.0,120.0,211.0,0.0,0.0,133.0,0.0,0.0,1.0,0.0,3.0,0.0
50%,56.0,1.0,3.0,130.0,243.0,0.0,1.0,153.0,0.0,0.8,2.0,0.0,3.0,0.0
75%,61.0,1.0,4.0,140.0,276.0,0.0,2.0,166.0,1.0,1.6,2.0,1.0,7.0,1.0
max,77.0,1.0,4.0,200.0,564.0,1.0,2.0,202.0,1.0,6.2,3.0,3.0,7.0,1.0