Question
The file COS-206-data.csv (Course Documents) is a text file that contains comma-separated values (CSV). https://www.mediafire.com/?7mvxkb67t997nmt Write R code(s) to read the contents of COS-206-data.csv and
The file COS-206-data.csv (Course Documents) is a text file that contains comma-separated values (CSV).
https://www.mediafire.com/?7mvxkb67t997nmt
Write R code(s) to read the contents of COS-206-data.csv and store them in a data frame called data.
Continuing with question 1 above, using the dataframe called data that you created,
create a new column called Range that is the difference between High and Low columns.
Delete the original High and Low columns. The first 6 rows of data should now looks like below.
Date | Open | Close | Volume | Adj. Close | Range | |
1 | 2014-12-11 | 19.43 | 19.35 | 30400 | 19.35 | 0.51 |
2 | 2014-12-10 | 19.97 | 19.30 | 49300 | 19.30 | 0.83 |
3 | 2014-12-09 | 19.11 | 19.98 | 56400 | 19.98 | 1.03 |
4 | 2014-12-08 | 19.55 | 19.26 | 23700 | 19.26 | 0.41 |
5 | 2014-12-05 | 19.38 | 19.55 | 25200 | 19.55 | 0.21 |
6 | 2014-12-04 | 19.54 | 19.43 | 28400 | 19.43 | 0.32 |
Now sort data by the Range column. The first 6 rows should look like below.
Date | Open | Close | Volume | Adj. Close | Range | |
12 | 2014-11-25 | 19.59 | 19.60 | 45000 | 19.60 | 0.10 |
14 | 2014-11-21 | 19.73 | 19.62 | 44500 | 19.62 | 0.17 |
5 | 2014-12-05 | 19.38 | 19.55 | 25000 | 19.55 | 0.21 |
11 | 2014-11-26 | 19.64 | 19.52 | 17800 | 19.52 | 0.21 |
17 | 2014-11-18 | 19.64 | 19.53 | 54300 | 19.53 | 0.28 |
9 | 2014-12-01 | 19.25 | 19.37 | 64700 | 19.37 | 0.32 |
Using the reshape2 library and choosing Date as id.vars, convert the dataframe generated in question 3 to long form. The first 6 rows should look like below.
Date | Variable | Value | |
1 | 2014-11-25 | Open | 19.59 |
2 | 2014-11-21 | Open | 19.73 |
3 | 2014-12-05 | Open | 19.38 |
4 | 2014-11-26 | Open | 19.64 |
5 | 2014-11-18 | Open | 19.64 |
6 | 2014-12-01 | Open | 19.25 |
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