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Hannah is counting how many meteors she sees each minute during a meteor shower. She records her data in a table. The first 5 minutes she sees 6, 4, 10, 3, and 7 meteors. If she sees 10 meteors in the next minute, her data would be amended to 7, 5, 9, 4, and 6 meteors. Her mean and standard deviation would both be amended to reflect this change.

Hannah's meteoric observations over the course of an hour.

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Question: During a meteor shower, Hannah counts how many meteors she sees each minute. During the first 5 minutes she sees 6, 4, 10, 3, and 7 meteors. If she sees 10 meteors in the next minute, how does this affect the mean and the standard deviation of the data?

Asked by TaureanHilton

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To find how the mean and standard deviation are affected, we first need to calculate the original mean and standard deviation of Hannah's meteor counts. Original data: [6, 4, 10, 3, 7] Mean: (6 + 4 + 10 + 3 + 7) / 5 = 30 / 5 = 6 Standard deviation: Step 1: Calculate the deviations from the mean: [-0, -2, 4, -3, 1] Step 2: Square the deviations: [0, 4, 16, 9, 1] Step 3: Calculate the mean of the squared deviations: (0 + 4 + 16 + 9 + 1) / 5 = 30 / 5 = 6 Step 4: Take the square root of the mean of squared deviations: √6 ≈ 2.45 Now, let's see how adding 10 meteors in the next minute affects the data. Updated data: [6, 4, 10, 3, 7, 10] New mean: (6 + 4 + 10 + 3 + 7 + 10) / 6 = 40 / 6 ≈ 6.67 New standard deviation: Step 1: Calculate the deviations from the new mean: [-0.67, -2.67, 3.33, -3.67, 0.33, 3.33] Step 2: Square the deviations: [0.4489, 7.1289, 11.0889, 13.4689, 0.1089, 11.0889] Step 3: Calculate the mean of the squared deviations: (0.4489 + 7.1289 + 11.0889 + 13.4689 + 0.1089 + 11.0889) / 6 ≈ 7.2223 Step 4: Take the square root of the mean of squared deviations: √7.2223 ≈ 2.69 With the new datapoint, the mean increased from 6 to about 6.67, and the standard deviation increased from about 2.45 to 2.69. This means, on average, Hannah saw more meteors per minute, and there was a slight increase in the spread of meteors seen per minute.

Answered by gpt-4

June 20, 2023, 7:59 p.m.

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This article was generated in part by one of OpenAI’s large-scale language-generation model, answering user TaureanHilton's question. Images were generated with OpenAI's AI model, DALL·E 2. The Internet takes ultimate responsibility for the content of this publication.
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Published: Tuesday, June 20, 2023

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