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The table lists data on the 22 earthquakes of magnitude 7 or greater on the Richter Scale during a recent year. Times are given in hours, minutes, and seconds on the 24-hour Greenwich Mean Time (GMT) clock and correspond to standard time at Greenwich, United Kingdom (UK). Latitude, measured in degrees, is 0 at the equator, increases from 0 to 90 proceeding northward to the North Pole, and decreases from 0 to -90 proceeding southward to the South Pole. Longitude, also measured in degrees, is 0 at Greenwich, UK, increases from 0 to 180 from west to east in the Eastern Hemisphere, and decreases from 0 to -180 from east to west in the Western Hemisphere.
| Date (month/day) | Time (GMT) | Magnitude | Depth (km) | Latitude | Longitude |
|---|---|---|---|---|---|
| 1/03 | 22:36:28 | 7.1 | 25 | -8.799 | 157.346 |
| 01/12 | 21:53:10 | 7.0 | 13 | 18.443 | -72.571 |
| 02/26 | 20:31:27 | 7.0 | 25 | 25.93 | 128.425 |
| 02/27 | 06:34:12 | 8.8 | 23 | -36.122 | -72.898 |
| 04/04 | 22:40:43 | 7.2 | 4 | 32.297 | -115.278 |
| 04/06 | 22:15:02 | 7.8 | 31 | 2.383 | 97.048 |
| 05/09 | 05:59:42 | 7.2 | 38 | 3.748 | 96.018 |
| 05/27 | 17:14:47 | 7.1 | 31 | -13.698 | 166.643 |
| 06/12 | 19:26:50 | 7.5 | 35 | 7.881 | 91.936 |
| 06/16 | 03:16:28 | 7.0 | 18 | -2.174 | 136.543 |
| 07/18 | 13:34:59 | 7.3 | 35 | -5.931 | 150.59 |
| 07/23 | 22:08:11 | 7.3 | 607 | 6.718 | 123.409 |
| 07/23 | 22:51:12 | 7.6 | 586 | 6.486 | 123.467 |
| 07/23 | 23:15:10 | 7.4 | 641 | 6.776 | 123.259 |
| 08/04 | 22:01:44 | 7.0 | 44 | -5.746 | 150.765 |
| 08/10 | 05:23:45 | 7.3 | 25 | -17.541 | 168.069 |
| 08/12 | 11:54:16 | 7.1 | 207 | -1.266 | -77.306 |
| 09/03 | 16:35:48 | 7.0 | 12 | -43.522 | 171.83 |
| 09/29 | 17:11:26 | 7.0 | 26 | -4.963 | 133.76 |
| 10/25 | 14:42:22 | 7.8 | 20 | -3.487 | 100.082 |
| 12/21 | 17:19:41 | 7.4 | 14 | 26.901 | 143.698 |
| 12/25 | 13:16:37 | 7.3 | 16 | -19.702 | 167.947 |
For each of the following statements, select Yes if the statement is true based on the information provided; otherwise, select No.
For the 22 earthquakes, the arithmetic mean of the depths is greater than the median of the depths.
More than half of the 22 earthquakes occurred north of the equator.
Exactly half of the earthquakes listed occurred between 10:00:00 and 20:00:00 GMT.
Let's start by understanding this earthquake dataset with the intention of truly "owning" it before diving into the statements.
The dataset contains 22 earthquake records with information including:
One quick observation that will be crucial: after sorting by depth, we notice an extremely skewed distribution with most earthquakes around 20-40km deep, but a few outliers at depths exceeding 500km. This pattern will be particularly helpful when comparing statistical measures.
Remember: In table analysis questions, sorting immediately reveals patterns that would take much longer to find manually!
Statement 2 Translation:
Original: "More than half of the earthquakes occurred north of the equator."
What we're looking for:
In other words: Are there \(12\) or more earthquakes with positive latitude values?
Let's approach this efficiently by sorting the data by latitude (ascending order). This allows us to quickly see where the dividing line between negative and positive values occurs.
After sorting by latitude:
Looking at our sorted data, we can see that the 12th value is still negative, which means we don't have more than half of the earthquakes in the northern hemisphere.
Statement 2 is No.
Teaching Note: Notice how sorting eliminated the need to count every single positive value. We only needed to check one position (the 12th record) to determine if more than half were positive. This position-based approach is much faster than counting all values.
Statement 3 Translation:
Original: "Exactly half of the earthquakes occurred between 10:00:00 and 20:00:00."
What we're looking for:
In other words: Are there exactly \(11\) earthquakes that occurred during this 10-hour window?
Let's sort the data by time (ascending). This makes it easy to identify where 10:00:00 and 20:00:00 fall in our list, creating a clear boundary for counting.
After sorting by time:
Looking at our sorted data, we can count the earthquakes that fall within this time range. We see that the number is not exactly \(11\).
Statement 3 is No.
Teaching Note: By sorting first, the time groupings became visually apparent, making counting much faster. Also, we could potentially terminate our count early - if we found \(12\) earthquakes in this time range, we'd immediately know the statement is false without counting further.
Statement 1 Translation:
Original: "The mean depth of the earthquakes was greater than the median depth."
What we're looking for:
In other words: Is the average depth pulled higher than the middle value?
Let's sort the data by depth (ascending) to easily find the median and evaluate the distribution pattern.
After sorting:
Now, we need to determine if the mean is greater than \(25.5\mathrm{km}\). Here's where a key insight comes in:
In a distribution with extreme high outliers (right-skewed), the mean is always pulled higher than the median. These few very deep earthquakes will dramatically increase the average while having no effect on the median.
To verify this mathematical property quickly: Just these three outliers sum to \(1,834\mathrm{km}\), which is much more than what would be needed to push the average above the median.
Statement 1 is Yes.
Teaching Note: This is a perfect example of how understanding data distributions saves calculation time. When you spot extreme outliers, you can often determine statistical relationships without calculating exact values. Right-skewed distributions always have \(\mathrm{mean} > \mathrm{median}\).
Statement 1: Yes (Mean depth > Median depth)
Statement 2: No (Not more than half of earthquakes occurred north of equator)
Statement 3: No (Not exactly half occurred between 10:00:00-20:00:00)
Therefore, the answer is: A (Yes No No)
Remember: In table analysis questions, your first instinct should be to sort the data to reveal patterns. This simple step often transforms seemingly complex calculations into obvious visual insights!
For the 22 earthquakes, the arithmetic mean of the depths is greater than the median of the depths.
More than half of the 22 earthquakes occurred north of the equator.
Exactly half of the earthquakes listed occurred between 10:00:00 and 20:00:00 GMT.