Convert data set from monthly to daily

I'm preparing economic data for a machine learning application. I have a data set composed of 100 rows (each one a month) and 20 columns (each one a variable -- things like inflation, government spending, etc.).

But my data set is too small for deep learning like RNN, so I want to expand it.

So what I want is a new data set with daily data instead of monthly data. For a month with 30 days, you'd take the difference between the two monthly numbers and divide it by 30, and then fill in the days in 1/30 steps. (If the month has 31 days, you'd use 1/31 steps, and if the month has 28 days (a leap year when Feb has 28 days) you'd use 1/28 steps.

I'll supply you with the monthly data set with 100 rows by Google Sheets or a cvs file (whichever you prefer) and you'd give back to me the daily data set with about 3000 rows in the same format.

I have more machine learning steps to this project using Python, so if you work out well for this step, there may be a lot of follow on work.

Skills: Excel, Python, Machine Learning (ML)

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( 11 reviews ) Boulder, United States

Project ID: #31409931

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42 freelancers are bidding on average $124 for this job


(471 Reviews)
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Hello, I can assist you to generate gaily data as per your requirements. I’m ready to start immediately. Please drop a PM if you’re interested. Best regards, Hoang

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(32 Reviews)

Hello, I am pandas expert. This is a library used for data-preparation and so on. If I understand correctly you wish to extrapolate data from monthly to daily. I am available right away and I can finish this tommoro More

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