In my opinion, your search for basic performance data on "ancient" centrifugal pumps would be better served by concentrating on finding pump manufacturer's databooks covering their various model numbers for specific applications. The published papers and articles on "many-pumps" data seem to focus on trendlines that are, at best, suitable for rough estimations of expected performance for new designs. The scatter in this data, such as Yedidiah's Suction Specific Speed plots, is so great that the linear curvefits would not pass muster as reliable data if the coefficients of determination (COD) (R^2 values in Excel spreadsheet plots) were shown on the curves. I would never buy into fitted data curve equations that had CODs less than 0.9. Such manufacturer's data may be exceedingly difficult to find and/or obtain. I can only offer one obscure example of such manufacturer's pump data from the 1950s,but suspect that most pump suppliers had such compilations that could be purchased in the pre-1950s era.
I have a book titled "Pump Engineering Data" published in 1954 and reprinted in 1957 by C.H.Wheeler manufacturing Co., Economy Pump Division in Philadelphia,PA that cost all of $3.00 US. It's 417 pages of text include 150 pages of general engineering data including piping friction loss data such as found in Crane 409 or 410. The remainder covers performance, dimensional, price data on Wheeler's 11 categories of pump types including horizontal, vertical, sump pumps, non-clogging pumps, paper stock pumps, axial flow pumps, condensation pumps and caisson pumps. For each model number, flow, head, efficiency, motor horsepower and shafthorsepower are given with pictures, outline dimensions and typical arrangements. A General Information section describes materials, extras and options. Now all you need to find are the comparable contemporary databooks for Ingersoll-Rand, Worthington, De Laval, Foster Wheeler, Allis Chalmers, Byron-Jackson, Peerless Pumps, Bingham-Willamette and their European counterparts to characterize
most of the "ancient" centrifugal pumps operating in the USA. Your best bet may be to locate an "ancient" pump designer from each of these pump companies who would know whether these books indeed existed and how they might be obtained now.