i need a response to my classmates attached post Diane FelixOffline Diane Felix How Do We Interpret Descriptive Statistics and Visual Distributions? by Diane Felix Jul 17 Actions After generating descriptive statistics and a histogram for the Project Grade variable, I analyzed the data's distribution using visual cues and numerical measures. Histogram Interpretation The histogram visually displays an uneven shape, with a spike in clusters in the 71-76 range, and a notable dip with clusters in the 76-81 range. The visual distribution lacks the smooth curve of a classic bell shape. Based on the height and spread of the bars, the distribution appears flat and somewhat irregular, though not dramatically skewed. Comparing Descriptive Statistics for Project Grade According to the descriptive statistics: Mean = 77.43 Median = 75.74 Skewness = 0.0401 (very close to zero) Kurtosis = -1.362 Standard Deviation = 13.17 The values support what we can visually see on the histogram. The mean and median are close, suggesting the data is relatively symmetrical and not heavily skewed. A skewness near zero indicates the data is not heavily skewed in either direction. The negative kurtosis value confirms that the distribution is flatter and broader than normal. Does It Resemble a Normal Distribution? The distribution for the project grade dataset is not a normal distribution; however, it doesn't appear extremely skewed. Instead, it shows a flattened curve and multiple peaks, suggesting

Remedial Hours Project Grade Final Grade Mean 10.396834 Mean 77.42995 Mean 88.23531 Standard Error 0.7464366 Standard Error 1.861876 Standard Error 1.52116 Median 11.105518 Median 75.74125 Median 91.43894 Mode #N/A Mode #N/A Mode #N/A Standard Deviation 5.2781036 Standard Deviation 13.16545 Standard Deviation 10.75623 Sample Variance 27 .858377 Sample Variance 173.329 Sample Variance 115.6964 Kurtosis -0.626539 Kurtosis -1.36215 Kurtosis -0.78451 Skewness -0.285237 Skewness 0.040109 Skewness -0.68332 Range 19.577867 Range 43.80441 Range 35.51572 Minimum 0.0704972 Minimum 55.77727 Minimum 64.4159 Maximum 19.648364 Maximum 99.58167 Maximum 99.93162 Sum 519.84172 Sum 3871.497 Sum 4411.766 Count 50 Count 50 Count 50 Project Grade CO O [56, 61] (61,66] (66, 71] (71, 76] (76, 81] (81, 86] (86, 91] (91, 96] (96, 101]