Re: Freight car distribution
Dave Nelson
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"He's probably closer than any of us ever will be." I think I strongly disagree with that statement but need to find what he actually said. ------------------------------------ Good Lord. Ok, lets go over the same old ground ONCE AGAIN. There will be a bit more of what I did as I can recall what I did. On the whole, Tim put in more effort and posted more frequently. About 10 or 11 years ago, on the old FCL, I started posting comments about how data published by the AAR **suggested** that if there was an even distribution of house cars across the nation that non-home road cars would appear at any given location in numbers approximating the percentages each road's fleet was in the national pool. Unfortunately, at that time I had no detailed data to back up the claim and the idea was spurned. Shortly after that I purchased 3 dozen wheel reports from the SRR (Asheville NC to Spencer NC) and began transcribing some of them into a database so I could do a detailed analysis. From that effort came the first hypothesis, which was, as I recall, Non-Home Road US boxcars were distributed fairly uniformly across the nation and that if one wanted to build a roster of cars that reflected that, buy according to the percentages each roads boxcars were relative to the boxcar fleet. I also posted those averages and backed up the claim w/ examples. There was a lot of debate and IIRC most people found the idea interesting but remained skeptical. About 2 years later, Tim Gilbert joined the list and shortly after that contacted me and said he too was working the same topic, using a wheel report from the SRR (IIRC, Potomac Yard to some point RR west). We compared notes and agreed more data supported what had already concluded. Both Tim and I continued to accumulate wheel reports and do analysis on the data we found. At some early point in time Tim and I agreed there was a need for certain qualifiers... So what had started out as a general statement got reduced a bit by the qualifiers "Post WWII", "Class 1", and "US Boxcar fleet". We did that because we had no data in hand to indicate what happened before WWII, what might be found on class II, III, Short line, and Terminal roads, and for reasons unclear, Canadian boxcars were not appearing in expected numbers. At some later time Tim took an interest in freight car mileage and expressed a number of hypothesis from that data. This was something I never could get my head around so I can't explain it here. At some later time Tim concluded that flatcars behaved the same as boxcars -- a fairly even distribution across the nation. This came from wheel report data and ICC car mileage data. At some later time Tim concluded general economic trends would influence the distribution of cars by virtue of contracting or expanding the number of cars sent offline. I had drawn the same conclusion earlier but being focused on just 1950 I had not taken the time to transcribe and quantify it; Tim had. (n.b., a lesson there: there is always too much data, never enough time). At some later time I think that Tim concluded that gondolas might behave the same as boxcars and flatcars -- a fairly even distribution across the nation. I'm just not sure anymore. At some later time I obtained data from the Canadian Bureau of railroad statistics and concluded from that data that Canadian marked boxcars appeared in greatly reduced numbers than their fleet size suggested, roughly 10%, because Post WWII Canadian freight car shipments were 90% within Canada. Somebody else (name forgotten) chipped in that there were certain laws the explained why this was the case. This brought out all sorts of counter arguments from fans of the CV. That was the last work I did on the subject. Tim continued plugging away and, if you look thru the archives, you will see that Tim posted much more frequently on the topic than I did (he was retired, I wasn't.. He cared a lot, I was a bit indifferent). Tim, Mike Brock, and I all obtained wheel reports from the UP. So entered Mike into the debates. About this time I suggested that the distribution of home road boxcar and flatcars would vary on the home road according to whether a given location tended towards mostly car shipments (high numbers of home road cars) or mostly car receipts (low number of home road cars). I also suggested that the distribution of foreign-road boxcars and flatcars All thru this period I continued to do analysis on the overall freight car fleet using a digital ORER, as well as commodity reporting based on very detailed ICC data; Tim continued to explore the ICC blue book data. All of this material often got included in posts on freight car distribution. And then Tim died. So FWIW, here's where I believe the hypothesis (several) stands today: 1) In the Post WWII years, Class I foreign-road, US marked boxcars and flatcars were distributed fairly uniformly throughout the nation and each type of car would be seen in numbers approximating each roads contribution to the overall US fleet of that car type. IOW, if the NYC owned X% of the US fleet of boxcars, then approximately X% of all foreign-road boxcars seen on other railroads would be from the NYC. 2) Canadian Class I marked boxcars and flatcars would appear on US rails at roughly 10% of the numbers approximating each Canadian roads contribution to the overall US fleet of that car type. Because of regulation requiring the prompt return of Canadian cars to Canada it was reasonable to expect a higher concentration of Canadian marked cars on lines crossing the US boarder than would be case if such cars wandered freely within the US. 3) The ratio of home to foreign road cars one would find on any given road would change with overall US economic conditions, with the number of foreign road cars rising in good economic times and falling in recessions. Actual data of online and offline, US marked house cars and open top cars can be found in the ICC Blue books for any given year. 4) The smoothness of the distribution of foreign road boxcar and flatcars **may** be related to the number of and distance to the nearest interchange points. IOW, the distribution might not be as even at corners of the US (e.g., consider Bangor ME; Miami FL; San Diego CA; and Bellingham WA) relative to, say, Chicago. How much the distribution changes as the number of interchange points declines and distance to interchange points rises is not known. 5) The number of home road boxcars and flatcars seen on the home road will vary according to whether the location observed relative to the ratio of outbound and inbound shipments. For instance, if Ditchwater has a 9:1 ratio of shipments to car receipts one might expect to see home road cars in protective service at Ditchwater as the railroad could not count on inbound foreign road cars to appear frequently enough. OTOH, if Gotham City has a 1:9 ratio of shipments to car receipts one might expect to see very few home road cars in protective service at Gotham City as there would be plenty of foreign road MTY's that could be pressed into service. 6) The data does not support any hypothesis on the distribution of hoppers. I'm not sure what Tim thought about gons or stock cars. 7) The hypothesis do not suggest anything about what one might see in any given train but instead indicate what one might see in multiple trains over a period of time. How many trains... How much time... The data does not provide a definitive answer but does appear to hold true above 1000 cars. 8) The data indicates there is a **slightly higher occurrence** of adjacent road foreign cars near interchange points with that foreign road but given that most roads percentage of the nation fleet are very a small percentage, in most cases the increase in actual numbers is nominal. 9) For purposes of building up a roster of model cars, the buyer would do well to buy 20-25% home road and 75-80% foreign road boxcars and flatcars, with the foreign road cars in rough proportion to what each foreign road contributed to the US fleet. Ideally the buyer would acquire a large number of additional cars for roads that contributed fewer cars to the US fleet and using them as a pool, to cycle individual road names in and out to represent the last 5-10% of his foreign road cars. Dave Nelson
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