Tuesday, January 28, 2014

No revision after all

I have been repeating the same old argument that I might revise the Washingtonian Weather Index. After looking at how skewing things more towards temperature would work, it appears that the index would be less of an accurate representation of our weather with those kinds of changes.


There were two primary things that I have been looking at due to unexpected results. The first was the comparison of July 2013 to August 2012. I felt that the order was correct, but I also felt that the two months were too close. I struggled a lot more in August 2012 than in July 2013. If I go strictly by the temperature score, it's even closer. That's 53.94% compared to 53.74%.

As an interesting side note, August 2013 scores worse than either of those two months in regards to temperature. In fact, it was our third worst ever. The primary reason that it scored better overall is because we received some much needed rain.

10 Worst Months Ever (Temperatures)
RankMonthYearScore
1January195038.34%
2August196745.74%
3August201348.45%
4July200949.83%
5January194949.95%
6August197752.65%
7July195852.65%
8July200452.82%
9July198553.08%
10August198653.09%

I already had some suspicions. 2012 seemed more unrelenting. Every day gave me problems. I think this made it feel worse than a lot of bad weather with at least a brief break in between. More specifically, I think July 2012 made the following month feel worse than it really was.

The other issue I have been looking at is the low score for October this year. We had a stretch a weather that was pretty much where I like to keep things. Despite this simple fact, it actually ranked as the worst October in terms of temperature.

October Temperatures Over the Years
RankYearScoreRankYearScore RankYearScoreRankYearScore
1198391.96%18196989.44%35195087.64%51195686.14%
2197791.75%19197489.43%36198287.60%52197686.09%
3199091.72%20201089.26%37198687.54%53197886.03%
4198191.61%21200089.12%38200587.51%54200485.98%
5199490.64%22200188.91%39195887.45%55197085.94%
6199990.39%23200988.87%40200687.29%56200384.98%
7196890.33%24195788.74%41195287.24%57195184.91%
8195989.96%25199788.63%42196787.22%58199684.76%
9197389.96%26194988.23%43200287.19%59198784.70%
10201189.90%27197288.22%44197987.15%60196584.25%
11200789.90%28196088.16%45198087.05%61198883.87%
12198589.72%29195388.15%46199286.84%62198483.58%
13195589.63%30199888.13%47199386.83%63196383.31%
14200889.59%31198988.07%48201286.73%64197182.97%
15196289.59%32196688.07%49196186.49%65199182.78%
16199589.56%33196488.00%50195486.16%66201381.57%
17194889.55%34197587.94%

I should also point out the 81.57% is not a bad score. While it's not quite April, October is a highly competitive month when it comes to temperatures. I have posted a table below showing the best score for each month, the worst score, and the difference between the two with rainfall excluded.

MonthBestWorstDifference
January87.13%38.33%48.79%
February89.37%62.87%26.49%
March92.06%70.5%21.55%
April91.33%81.88%9.45%
May92.5%74.44%18.05%
June88.72%62.22%26.5%
July76.29%49.83%26.46%
August74.76%45.74%29.02%
September82.53%60.69%21.84%
October91.96%81.57%10.38%
November88.77%61.26%27.51%
December83.95%58.79%25.15%

I don't want you to just look at October here. The best September is less than one point ahead of the worst October. Call it a hunch, but I don't think this will be the only time that October throws me off.

What I have really noticed in this evaluation is that the category that I was thinking of devaluing, rainfall, is actually helping to correct for problems with temperatures. It would be better to tweak how temperatures are scored than to adjust how categories are weighed. The problem with this is that the purpose of the weather index is to be as objective as possible (while maintaining the originally subjective purpose). Moving off of the averages and extremes would take away from the objectivity.

There will always be problems with attempts to objectively measure something as subjective as how nice the weather is. Among the problems with weather is that there are a lot of things that can change how you feel. Most do not have reliable historical data. Wind, humidity, and rainfall rate can influence how comfortable things seem. So can mood.

Most flaws encountered have explanations. Overall, the numbers seem to work. We had a below average start to the year and end of the year combined with a rotten summer. This resulted in our third worst year ever recorded. I think it's best to leave the Washingtonian Weather Index as is.

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