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varunkuntal · May 17, 2022 · 3f450af · 3f450af
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diff --git a/...ng (Rolling) calculations in Pandas on Time Series Data over n units of time.md b/...ng (Rolling) calculations in Pandas on Time Series Data over n units of time.md
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 Moving averages are particularly useful in finance and business domain where time series data is used to calculate important insights. We will attempt to understand usage of Pandas `rolling` function (`pandas.DataFrame.rolling`) by using it on an IPL batsman's performance over the course of 10 years of international cricket.
 
+![Image](/assets/images/rolling-pandas-on-ts/sachin-dhoni-cropped.jpg)
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 Given below are the batting performances of two Indian batsman MS Dhoni and SR Tendulkar over 10 years of their career on some selected matches against popular teams. Asterisk (*) appended with runs shows the batsman was not out at final status of the match.
 
 ![Image](/assets/images/rolling-pandas-on-ts/dhoni-sachin.png)

diff --git a/assets/images/rolling-pandas-on-ts/sachin-dhoni-cropped.jpg b/assets/images/rolling-pandas-on-ts/sachin-dhoni-cropped.jpg