<prompt> Ka lebaka la sehlopha sa data, ngola tšebetso ho Python ho bala karolelano ea logarithmic.Lintlha 1,2,4,8,16  <response>: Instruction in English: Given the set of data, write a function in Python to calculate the logarithmic average. . Response in English: One way to solve this problem is by first calculating the logarithm of all the values in the data list, then calculating the mean of those logarithmic values, and finally, taking the exponential of the resulting mean value to obtain the logarithmic average.Heres one possible implementation of a logarithmic_average function that calculates the logarithmic average of a list of numbers in Python: pythonimport mathdef logarithmic_averagedata: log_data math.lognumber for number in data mean_log sumlog_data lenlog_data log_avg math.expmean_log return log_avgData 1,2,4,8,16result logarithmic_averageDataprintresultThis function takes a list of numbers as input and uses the math.log and math.exp functions to calculate the logarithm and exponential of the numbers, respectively. The list comprehension is used to create a new list with the logarithmic values of the input data. Then, the mean of the logarithmic values is calculated by summing all the values in the log_data list and dividing by the length of the list. Finally, the exponential of the mean logarithmic value is calculated to obtain the logarithmic average, which is returned as output. . Response in Sesotho: Tsela e ngoe ea ho rarolla bothata bona ke ka ho qala ka ho bala logarithm ea boleng bohle lethathamong la data, ebe u bala moelelo oa litekanyetso tseo tsa logarithmic, me qetellong, ho nka tlhaloso ea boleng ba sephetho ho fumana karolelano ea logarithmic. Mona ke tsebetso e le ngoe e ka khonehang ea mosebetsi oa logarithmic_average o balang palogare ya logarithmic ya lenane la dinomoro ho Python: python import math def logarithmic_averagedata: log_data math.lognomoro bakeng sa nomoro e data mean_log kakaretsolog_data lenlog_data log_avg math.expmean_log return log_avg Data 1,2,4,8,16 result logarithmic_averageData printsephetho Tshebetso ena e nka lenane la linomoro e le ho kenya me e sebelisa mesebetsi ea math.log le math.exp ho bala logarithm le exponential ea linomoro, ka ho latellana. Kutloisiso ea lenane e sebelisoa ho theha lenane le lecha le nang le litekanyetso tsa logarithmic tsa data e kentsoeng. Joale, moelelo oa lipalo tsa logarithmic o baloa ka ho akaretsa lipalo kaofela lenaneng la log_data le ho arola ka bolelele ba lenane. Qetellong, exponential ea boleng bo bolelang logarithmic e baloa ho fumana karolelano ea logarithmic, e khutlisoang e le tlhahiso. 