MisleadingCharts
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The two Augusts that drew the same line, 43 feet apart

Showing the misleading chart

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A newsletter widget we invented draws a monthly postcard of the Edwards Aquifer’s J-17 index well, its axis fitted to that month’s own readings. Asked for August 1993 and August 2024, it draws the same picture twice: a gentle summer dip. But the 1993 water averaged 674.0 ft above sea level and the 2024 water 631.0 ft, 43.0 ft lower, with the daily high under the 630 ft Stage 4 drought line on 15 of its 31 days. Neither postcard can show that, because each drew its month around its own middle.

01The claim

Thirty-one Augusts apart, the San Antonio index well drew the same gentle summer dip, so the old well is doing just fine.

02The trick

Every reading on both postcards is real and neither line is bent. What makes them twins is that each card’s vertical axis runs from that month’s lowest daily high to its highest, which is what most chart tools do when nobody sets a range. Any month drawn that way fills its box from corner to corner. Usually the warning about this kind of axis is that it inflates a small wiggle. Here the bigger loss is the level. A fitted axis is recentred on every window as well as resized, so it keeps the shape of each month and throws away where the month sat. The cards even print the evidence, small and grey at the ends of each axis: 671.7 to 678.1 ft in 1993, 627.8 to 636.2 ft in 2024. August 1993 averaged 674.0 ft above sea level and August 2024 averaged 631.0 ft. That is 43.0 ft lower, more than five times the whole movement of either month, and neither postcard can show it, because each drew its month around its own middle. For a well, that gap is most of the story. The EAA’s drought stages for the San Antonio Pool are set partly in J-17 feet (alongside springflow at Comal and San Marcos Springs): on a 10-day average, Stage 1 begins below 660 ft and Stage 4 below 630. In August 2024 the daily high was under 630 on 15 of the 31 days. In August 1993 it never came within 11 ft of 660. A summer dip is the one thing the two months had in common, so it is the only thing the postcards could draw. The two years are not the extremes: August 1993 sits in the top fifth of the record, and the 2024 average is a few feet above August 2023’s. (The Well-Wisher, its widget and both captions are our invention; the readings are the Edwards Aquifer Authority’s.)

03The fix

The redraw holds one scale, 600 to 720 ft, wide enough for the whole 94-year record, on both panels, and adds lines that never move: today’s Stage 1 and Stage 4 triggers, drawn only from 2007 when the 660 ft level was set, and the median August, 655.7 ft. On that scale the postcard dips shrink to ripples of 6.4 and 8.4 ft. August 1993 sits 18 ft above the median, a year after the record high of 703.3 ft in June 1992. August 2024 sits 25 ft below the median, on the Stage 4 line, in a dry spell that reached 623.1 ft in May 2025, the lowest since 1990. The 43-foot gap between them is now the biggest thing in the picture. Where a widget has to follow the data, pin it to something that holds still, such as a trigger line or a long-run median, and print the level next to the shape. “631.0 ft · 25 ft below a typical August” would have fit on a postcard.