I want to make this plot attractive. Please suggest.
please share the package name and sample codes.
Thanks in advance.
Hi zeeshan0112,
it is very unlikely that you will get valuable feedback based on your very general question, i.e. what does mean attractive to you, what is the purpose of the plot, what is the story you want to tell? But more importantly this is a coding community so if you seek to get some data visualization input I would ask somehwere else, e.g. DataVizSociety.
The R Graph Gallery provides various examples and code snippets for all types of charts, most of them looking "attractive". This might be of help.
Wow! That graph gallery looks great. Surprised I hadn't stumbled upon that before.
I would also suggest you have a look at:
http://r-statistics.co/Top50-Ggplot2-Visualizations-MasterList-R-Code.html
pretty is relative, it strongly depends on the person. Also code is difficult as you don't share your input.
You may have a look at this: http://r-statistics.co/Top50-Ggplot2-Visualizations-MasterList-R-Code.html#Time%20Series%20Plot%20From%20Long%20Data%20Format
In general ggplot offers a high level of adaptability, you can adjust everything.
Technically there is a big flaw: You don't have a legend and tell what the colours indicate.
You can make the labels bigger, also there is enough space on the x-axis to show all the other years, and maybe add some tick marks for half years. You can make the title more explanatory, e.g. "The LIBOR rate (2010-2020) for different lengths"(?).
You could make the lines thicker, so they lose some of their noisyness.
I personally don't like the boarder around the plotting area but this is my preference.
data
date | libor_1m | libor_3m | libor_6m |
---|---|---|---|
04-01-2010 | 0.23344 | 0.25438 | 0.43438 |
05-01-2010 | 0.23344 | 0.2525 | 0.4275 |
06-01-2010 | 0.23219 | 0.25 | 0.42563 |
07-01-2010 | 0.23125 | 0.24938 | 0.4175 |
08-01-2010 | 0.23313 | 0.25125 | 0.42 |
11-01-2010 | 0.23313 | 0.25125 | 0.40375 |
12-01-2010 | 0.23313 | 0.25125 | 0.4 |
13-01-2010 | 0.23313 | 0.25125 | 0.4 |
14-01-2010 | 0.23313 | 0.25125 | 0.39875 |
15-01-2010 | 0.23313 | 0.25125 | 0.3925 |
18-01-2010 | 0.23063 | 0.24875 | 0.39 |
19-01-2010 | 0.23063 | 0.249 | 0.39063 |
20-01-2010 | 0.23063 | 0.24888 | 0.39 |
21-01-2010 | 0.23063 | 0.24888 | 0.39031 |
22-01-2010 | 0.23063 | 0.24906 | 0.38469 |
25-01-2010 | 0.23063 | 0.24875 | 0.38563 |
26-01-2010 | 0.23063 | 0.24875 | 0.3825 |
27-01-2010 | 0.23063 | 0.24875 | 0.38344 |
28-01-2010 | 0.22875 | 0.24875 | 0.38563 |
29-01-2010 | 0.22906 | 0.24906 | 0.38438 |
01-02-2010 | 0.22906 | 0.24906 | 0.38375 |
02-02-2010 | 0.23094 | 0.25031 | 0.38375 |
03-02-2010 | 0.22906 | 0.24906 | 0.38375 |
04-02-2010 | 0.22844 | 0.24875 | 0.385 |
05-02-2010 | 0.22844 | 0.24969 | 0.385 |
08-02-2010 | 0.22844 | 0.25 | 0.38625 |
09-02-2010 | 0.22844 | 0.25 | 0.38875 |
10-02-2010 | 0.22844 | 0.25 | 0.38875 |
11-02-2010 | 0.23063 | 0.25 | 0.39 |
12-02-2010 | 0.23188 | 0.25 | 0.38813 |
15-02-2010 | 0.22875 | 0.25 | 0.38813 |
16-02-2010 | 0.22875 | 0.25 | 0.38813 |
17-02-2010 | 0.22875 | 0.25063 | 0.385 |
18-02-2010 | 0.22875 | 0.25125 | 0.38438 |
19-02-2010 | 0.22875 | 0.25194 | 0.39531 |
22-02-2010 | 0.22875 | 0.25219 | 0.39313 |
23-02-2010 | 0.22875 | 0.25194 | 0.39375 |
24-02-2010 | 0.22875 | 0.25194 | 0.39125 |
25-02-2010 | 0.22875 | 0.25194 | 0.38688 |
26-02-2010 | 0.22875 | 0.25169 | 0.38688 |
01-03-2010 | 0.22813 | 0.25169 | 0.38375 |
02-03-2010 | 0.22813 | 0.25194 | 0.38319 |
03-03-2010 | 0.22813 | 0.25194 | 0.38319 |
04-03-2010 | 0.22813 | 0.25219 | 0.38319 |
05-03-2010 | 0.22906 | 0.25363 | 0.39 |
08-03-2010 | 0.23 | 0.25425 | 0.39531 |
09-03-2010 | 0.23 | 0.2555 | 0.39438 |
10-03-2010 | 0.23 | 0.25563 | 0.39438 |
11-03-2010 | 0.23 | 0.25703 | 0.39344 |
12-03-2010 | 0.23 | 0.25719 | 0.39781 |
15-03-2010 | 0.23031 | 0.25763 | 0.40063 |
16-03-2010 | 0.23563 | 0.26088 | 0.40125 |
17-03-2010 | 0.23744 | 0.26638 | 0.40188 |
18-03-2010 | 0.23975 | 0.271 | 0.40766 |
19-03-2010 | 0.24506 | 0.2775 | 0.42325 |
22-03-2010 | 0.24719 | 0.28188 | 0.43656 |
23-03-2010 | 0.24606 | 0.28353 | 0.43375 |
24-03-2010 | 0.24619 | 0.28491 | 0.43531 |
25-03-2010 | 0.24694 | 0.28781 | 0.43688 |
26-03-2010 | 0.24688 | 0.28875 | 0.43938 |
29-03-2010 | 0.24788 | 0.29013 | 0.4425 |
30-03-2010 | 0.24863 | 0.29088 | 0.44188 |
31-03-2010 | 0.24863 | 0.2915 | 0.44438 |
01-04-2010 | 0.24863 | 0.2915 | 0.44156 |
06-04-2010 | 0.25075 | 0.29488 | 0.45438 |
07-04-2010 | 0.25138 | 0.29525 | 0.4525 |
08-04-2010 | 0.25013 | 0.294 | 0.4525 |
09-04-2010 | 0.25288 | 0.29781 | 0.45375 |
12-04-2010 | 0.25298 | 0.30041 | 0.45563 |
13-04-2010 | 0.25438 | 0.30281 | 0.45563 |
14-04-2010 | 0.25594 | 0.30375 | 0.4625 |
15-04-2010 | 0.25625 | 0.30438 | 0.465 |
16-04-2010 | 0.25563 | 0.30531 | 0.46438 |
19-04-2010 | 0.2575 | 0.30531 | 0.46063 |
20-04-2010 | 0.25875 | 0.30719 | 0.465 |
21-04-2010 | 0.26063 | 0.31281 | 0.4725 |
22-04-2010 | 0.2625 | 0.31578 | 0.48219 |
23-04-2010 | 0.26438 | 0.32063 | 0.49281 |
26-04-2010 | 0.26469 | 0.32375 | 0.50031 |
27-04-2010 | 0.26672 | 0.32781 | 0.50563 |
28-04-2010 | 0.27313 | 0.33781 | 0.5225 |
29-04-2010 | 0.27766 | 0.34438 | 0.52719 |
30-04-2010 | 0.28 | 0.34656 | 0.53063 |
04-05-2010 | 0.28469 | 0.35313 | 0.54578 |
05-05-2010 | 0.29094 | 0.36016 | 0.55531 |
06-05-2010 | 0.29706 | 0.37359 | 0.56563 |
07-05-2010 | 0.34875 | 0.42813 | 0.63688 |
10-05-2010 | 0.34 | 0.42125 | 0.6225 |
11-05-2010 | 0.3375 | 0.42281 | 0.6185 |
12-05-2010 | 0.33813 | 0.43019 | 0.62231 |
13-05-2010 | 0.33688 | 0.43588 | 0.62263 |
14-05-2010 | 0.33775 | 0.44506 | 0.635 |
17-05-2010 | 0.33894 | 0.46 | 0.65475 |
18-05-2010 | 0.33969 | 0.46469 | 0.655 |
19-05-2010 | 0.34106 | 0.4775 | 0.67338 |
20-05-2010 | 0.34131 | 0.48406 | 0.67875 |
21-05-2010 | 0.34281 | 0.49688 | 0.69563 |
24-05-2010 | 0.34525 | 0.50969 | 0.71625 |
25-05-2010 | 0.354 | 0.53625 | 0.75913 |
26-05-2010 | 0.35406 | 0.53781 | 0.75788 |
27-05-2010 | 0.35375 | 0.53844 | 0.7585 |
28-05-2010 | 0.35125 | 0.53625 | 0.75188 |
01-06-2010 | 0.35088 | 0.53625 | 0.76113 |
02-06-2010 | 0.35088 | 0.5375 | 0.75363 |
03-06-2010 | 0.35088 | 0.53781 | 0.753 |
04-06-2010 | 0.35 | 0.53656 | 0.74919 |
07-06-2010 | 0.35 | 0.53719 | 0.75731 |
08-06-2010 | 0.35 | 0.53688 | 0.75363 |
09-06-2010 | 0.35031 | 0.53656 | 0.75081 |
10-06-2010 | 0.34969 | 0.53644 | 0.74938 |
11-06-2010 | 0.34969 | 0.53706 | 0.74613 |
14-06-2010 | 0.34969 | 0.53706 | 0.75031 |
15-06-2010 | 0.34969 | 0.53894 | 0.75481 |
16-06-2010 | 0.34844 | 0.53894 | 0.75456 |
17-06-2010 | 0.3475 | 0.53925 | 0.75475 |
18-06-2010 | 0.34734 | 0.53819 | 0.75063 |
21-06-2010 | 0.34719 | 0.53838 | 0.74956 |
22-06-2010 | 0.34719 | 0.53825 | 0.747 |
23-06-2010 | 0.34719 | 0.53825 | 0.74869 |
24-06-2010 | 0.34719 | 0.53719 | 0.75194 |
25-06-2010 | 0.34719 | 0.53469 | 0.75319 |
28-06-2010 | 0.34719 | 0.53344 | 0.74719 |
29-06-2010 | 0.34563 | 0.533 | 0.75069 |
30-06-2010 | 0.34844 | 0.53394 | 0.7525 |
01-07-2010 | 0.34719 | 0.53331 | 0.751 |
02-07-2010 | 0.3475 | 0.53363 | 0.75006 |
05-07-2010 | 0.34625 | 0.53125 | 0.74344 |
06-07-2010 | 0.34625 | 0.53113 | 0.74244 |
07-07-2010 | 0.345 | 0.52988 | 0.74244 |
08-07-2010 | 0.3425 | 0.5275 | 0.73719 |
09-07-2010 | 0.34094 | 0.52681 | 0.73319 |
12-07-2010 | 0.34094 | 0.52556 | 0.73163 |
13-07-2010 | 0.34094 | 0.52594 | 0.73313 |
14-07-2010 | 0.34094 | 0.52563 | 0.73131 |
15-07-2010 | 0.34063 | 0.52469 | 0.72988 |
16-07-2010 | 0.33813 | 0.52125 | 0.72656 |
19-07-2010 | 0.33688 | 0.51781 | 0.71813 |
20-07-2010 | 0.3325 | 0.5125 | 0.71088 |
21-07-2010 | 0.33063 | 0.50625 | 0.70263 |
22-07-2010 | 0.32875 | 0.49781 | 0.70075 |
23-07-2010 | 0.32688 | 0.49313 | 0.697 |
26-07-2010 | 0.325 | 0.4875 | 0.69769 |
27-07-2010 | 0.32063 | 0.48125 | 0.69431 |
28-07-2010 | 0.31563 | 0.475 | 0.68794 |
29-07-2010 | 0.31156 | 0.46563 | 0.67769 |
30-07-2010 | 0.305 | 0.45375 | 0.66781 |
02-08-2010 | 0.30281 | 0.44469 | 0.65994 |
03-08-2010 | 0.3 | 0.43469 | 0.64956 |
04-08-2010 | 0.29531 | 0.42406 | 0.63831 |
05-08-2010 | 0.29469 | 0.41813 | 0.63894 |
06-08-2010 | 0.29344 | 0.41125 | 0.63375 |
09-08-2010 | 0.29 | 0.40438 | 0.6275 |
10-08-2010 | 0.28563 | 0.39781 | 0.62031 |
11-08-2010 | 0.27938 | 0.38438 | 0.6025 |
12-08-2010 | 0.27594 | 0.37625 | 0.59406 |
13-08-2010 | 0.27188 | 0.36938 | 0.59188 |
16-08-2010 | 0.26938 | 0.36188 | 0.58731 |
17-08-2010 | 0.26656 | 0.35219 | 0.5765 |
18-08-2010 | 0.26625 | 0.34547 | 0.56844 |
19-08-2010 | 0.26469 | 0.33906 | 0.55594 |
20-08-2010 | 0.26438 | 0.32922 | 0.54563 |
23-08-2010 | 0.26375 | 0.3175 | 0.53375 |
24-08-2010 | 0.26156 | 0.3075 | 0.51831 |
25-08-2010 | 0.26156 | 0.30375 | 0.51125 |
26-08-2010 | 0.26031 | 0.29938 | 0.50725 |
27-08-2010 | 0.25938 | 0.29688 | 0.50319 |
31-08-2010 | 0.25781 | 0.29563 | 0.49669 |
01-09-2010 | 0.25781 | 0.29563 | 0.49625 |
02-09-2010 | 0.25781 | 0.29438 | 0.49563 |
03-09-2010 | 0.25781 | 0.29281 | 0.49363 |
06-09-2010 | 0.25766 | 0.29219 | 0.48922 |
07-09-2010 | 0.25766 | 0.29188 | 0.48875 |
08-09-2010 | 0.25734 | 0.2925 | 0.48953 |
09-09-2010 | 0.25734 | 0.2925 | 0.49 |
10-09-2010 | 0.25734 | 0.29219 | 0.48969 |
13-09-2010 | 0.25734 | 0.29219 | 0.48719 |
14-09-2010 | 0.25734 | 0.29188 | 0.48188 |
15-09-2010 | 0.25734 | 0.29203 | 0.47453 |
16-09-2010 | 0.25734 | 0.29141 | 0.47438 |
17-09-2010 | 0.2575 | 0.29156 | 0.47313 |
20-09-2010 | 0.25625 | 0.29031 | 0.47313 |
21-09-2010 | 0.25625 | 0.28969 | 0.47313 |
22-09-2010 | 0.25625 | 0.28938 | 0.46406 |
23-09-2010 | 0.25625 | 0.28938 | 0.46281 |
24-09-2010 | 0.25625 | 0.28938 | 0.46406 |
27-09-2010 | 0.25625 | 0.28938 | 0.4625 |
28-09-2010 | 0.25625 | 0.28938 | 0.4625 |
29-09-2010 | 0.25625 | 0.29 | 0.4625 |
30-09-2010 | 0.25625 | 0.29 | 0.4625 |
01-10-2010 | 0.25688 | 0.29063 | 0.46313 |
04-10-2010 | 0.25688 | 0.29063 | 0.46313 |
05-10-2010 | 0.25688 | 0.29 | 0.46188 |
06-10-2010 | 0.25688 | 0.28969 | 0.46156 |
07-10-2010 | 0.25625 | 0.28906 | 0.45875 |
08-10-2010 | 0.25625 | 0.28906 | 0.4575 |
11-10-2010 | 0.25625 | 0.28906 | 0.45656 |
12-10-2010 | 0.25625 | 0.28906 | 0.455 |
13-10-2010 | 0.25625 | 0.28906 | 0.455 |
14-10-2010 | 0.25625 | 0.28906 | 0.45375 |
15-10-2010 | 0.25625 | 0.28906 | 0.4525 |
18-10-2010 | 0.25625 | 0.28906 | 0.4525 |
19-10-2010 | 0.25625 | 0.28906 | 0.4525 |
20-10-2010 | 0.25625 | 0.28844 | 0.45375 |
21-10-2010 | 0.25625 | 0.28844 | 0.4525 |
22-10-2010 | 0.25625 | 0.28844 | 0.4525 |
25-10-2010 | 0.25625 | 0.28844 | 0.4525 |
26-10-2010 | 0.25531 | 0.28844 | 0.45125 |
27-10-2010 | 0.25531 | 0.28813 | 0.45031 |
28-10-2010 | 0.25406 | 0.28688 | 0.44981 |
29-10-2010 | 0.25375 | 0.28594 | 0.44844 |
01-11-2010 | 0.25375 | 0.28594 | 0.44563 |
02-11-2010 | 0.25375 | 0.28594 | 0.44563 |
03-11-2010 | 0.25375 | 0.28594 | 0.44438 |
04-11-2010 | 0.25344 | 0.28563 | 0.4425 |
05-11-2010 | 0.25344 | 0.28563 | 0.44188 |
08-11-2010 | 0.25344 | 0.28563 | 0.4425 |
09-11-2010 | 0.25344 | 0.28563 | 0.44281 |
10-11-2010 | 0.25344 | 0.28563 | 0.44281 |
11-11-2010 | 0.25344 | 0.28563 | 0.44281 |
12-11-2010 | 0.25344 | 0.28438 | 0.44281 |
15-11-2010 | 0.25344 | 0.28438 | 0.4425 |
16-11-2010 | 0.25344 | 0.28438 | 0.44219 |
17-11-2010 | 0.25344 | 0.28438 | 0.44219 |
18-11-2010 | 0.25344 | 0.28438 | 0.44219 |
19-11-2010 | 0.25344 | 0.28438 | 0.44219 |
22-11-2010 | 0.25344 | 0.28438 | 0.44219 |
23-11-2010 | 0.25344 | 0.28438 | 0.44219 |
24-11-2010 | 0.25344 | 0.2875 | 0.44688 |
25-11-2010 | 0.255 | 0.29188 | 0.45625 |
26-11-2010 | 0.25625 | 0.29438 | 0.45875 |
29-11-2010 | 0.2575 | 0.29594 | 0.45906 |
30-11-2010 | 0.26063 | 0.30031 | 0.461 |
01-12-2010 | 0.26531 | 0.30344 | 0.46656 |
02-12-2010 | 0.26563 | 0.30344 | 0.46531 |
03-12-2010 | 0.265 | 0.30344 | 0.46219 |
06-12-2010 | 0.265 | 0.30344 | 0.45969 |
07-12-2010 | 0.26375 | 0.30219 | 0.45719 |
08-12-2010 | 0.2625 | 0.30219 | 0.45844 |
09-12-2010 | 0.26219 | 0.30219 | 0.45719 |
10-12-2010 | 0.26031 | 0.30156 | 0.45719 |
13-12-2010 | 0.26031 | 0.30156 | 0.45631 |
14-12-2010 | 0.26063 | 0.30188 | 0.45619 |
15-12-2010 | 0.26063 | 0.30188 | 0.45781 |
16-12-2010 | 0.26063 | 0.30375 | 0.45969 |
17-12-2010 | 0.26063 | 0.30375 | 0.45719 |
20-12-2010 | 0.26063 | 0.30281 | 0.45719 |
21-12-2010 | 0.26063 | 0.30281 | 0.45719 |
22-12-2010 | 0.26063 | 0.30281 | 0.45719 |
23-12-2010 | 0.26063 | 0.30281 | 0.45719 |
24-12-2010 | 0.26063 | 0.30281 | 0.45719 |
29-12-2010 | 0.26063 | 0.30281 | 0.45688 |
30-12-2010 | 0.26063 | 0.30281 | 0.45656 |
31-12-2010 | 0.26063 | 0.30281 | 0.45594 |
04-01-2011 | 0.26063 | 0.30281 | 0.45581 |
05-01-2011 | 0.26125 | 0.30281 | 0.45456 |
06-01-2011 | 0.26125 | 0.30313 | 0.45719 |
07-01-2011 | 0.26125 | 0.30313 | 0.45731 |
10-01-2011 | 0.26125 | 0.30313 | 0.45706 |
11-01-2011 | 0.26125 | 0.30313 | 0.45694 |
12-01-2011 | 0.26125 | 0.30313 | 0.45681 |
13-01-2011 | 0.26125 | 0.30313 | 0.45656 |
14-01-2011 | 0.26125 | 0.30313 | 0.45594 |
17-01-2011 | 0.26125 | 0.30313 | 0.45469 |
18-01-2011 | 0.26063 | 0.30313 | 0.45469 |
19-01-2011 | 0.26 | 0.30313 | 0.45469 |
20-01-2011 | 0.26 | 0.30313 | 0.45469 |
21-01-2011 | 0.26 | 0.30313 | 0.45469 |
24-01-2011 | 0.26 | 0.30313 | 0.45469 |
25-01-2011 | 0.26 | 0.30438 | 0.45469 |
26-01-2011 | 0.26 | 0.30438 | 0.45469 |
27-01-2011 | 0.26 | 0.30438 | 0.45469 |
28-01-2011 | 0.26 | 0.30438 | 0.45381 |
31-01-2011 | 0.26 | 0.30438 | 0.45381 |
01-02-2011 | 0.263 | 0.3105 | 0.46075 |
02-02-2011 | 0.263 | 0.3105 | 0.46075 |
03-02-2011 | 0.263 | 0.3105 | 0.46125 |
04-02-2011 | 0.26275 | 0.3115 | 0.46125 |
07-02-2011 | 0.26375 | 0.312 | 0.46285 |
08-02-2011 | 0.264 | 0.312 | 0.46435 |
09-02-2011 | 0.264 | 0.312 | 0.4652 |
10-02-2011 | 0.264 | 0.312 | 0.4647 |
11-02-2011 | 0.26575 | 0.313 | 0.4652 |
14-02-2011 | 0.26475 | 0.314 | 0.4657 |
15-02-2011 | 0.264 | 0.3135 | 0.4657 |
16-02-2011 | 0.263 | 0.3135 | 0.4652 |
17-02-2011 | 0.263 | 0.3135 | 0.4655 |
18-02-2011 | 0.262 | 0.3125 | 0.4655 |
21-02-2011 | 0.262 | 0.3125 | 0.465 |
22-02-2011 | 0.2615 | 0.3125 | 0.465 |
23-02-2011 | 0.2615 | 0.3115 | 0.465 |
24-02-2011 | 0.2615 | 0.3105 | 0.464 |
25-02-2011 | 0.261 | 0.3105 | 0.464 |
28-02-2011 | 0.261 | 0.3095 | 0.464 |
01-03-2011 | 0.261 | 0.3095 | 0.4625 |
02-03-2011 | 0.26 | 0.3095 | 0.4615 |
03-03-2011 | 0.26 | 0.3095 | 0.4615 |
04-03-2011 | 0.26 | 0.3095 | 0.4625 |
07-03-2011 | 0.259 | 0.3095 | 0.4625 |
08-03-2011 | 0.258 | 0.3095 | 0.4615 |
09-03-2011 | 0.258 | 0.3095 | 0.4615 |
10-03-2011 | 0.2555 | 0.3095 | 0.4615 |
11-03-2011 | 0.255 | 0.3095 | 0.461 |
14-03-2011 | 0.2535 | 0.309 | 0.461 |
15-03-2011 | 0.2535 | 0.309 | 0.46 |
16-03-2011 | 0.2535 | 0.309 | 0.46 |
17-03-2011 | 0.2535 | 0.309 | 0.46 |
18-03-2011 | 0.2535 | 0.309 | 0.46 |
21-03-2011 | 0.2525 | 0.309 | 0.46 |
22-03-2011 | 0.252 | 0.309 | 0.46 |
23-03-2011 | 0.2495 | 0.308 | 0.46 |
24-03-2011 | 0.24825 | 0.3085 | 0.46 |
25-03-2011 | 0.24825 | 0.3075 | 0.46 |
28-03-2011 | 0.24765 | 0.307 | 0.4605 |
29-03-2011 | 0.24615 | 0.307 | 0.4605 |
30-03-2011 | 0.2438 | 0.3045 | 0.4605 |
31-03-2011 | 0.24345 | 0.303 | 0.4595 |
01-04-2011 | 0.24295 | 0.301 | 0.4595 |
04-04-2011 | 0.2399 | 0.29675 | 0.45875 |
05-04-2011 | 0.2355 | 0.29375 | 0.4565 |
06-04-2011 | 0.2335 | 0.29263 | 0.4545 |
07-04-2011 | 0.23138 | 0.2895 | 0.45088 |
08-04-2011 | 0.2265 | 0.28525 | 0.4475 |
11-04-2011 | 0.2238 | 0.28275 | 0.4445 |
12-04-2011 | 0.2211 | 0.28075 | 0.4425 |
13-04-2011 | 0.21875 | 0.278 | 0.4415 |
14-04-2011 | 0.21585 | 0.2755 | 0.4385 |
15-04-2011 | 0.21375 | 0.27475 | 0.437 |
18-04-2011 | 0.21295 | 0.274 | 0.435 |
19-04-2011 | 0.2126 | 0.27375 | 0.43375 |
20-04-2011 | 0.2126 | 0.27375 | 0.43325 |
21-04-2011 | 0.2126 | 0.27375 | 0.43325 |
26-04-2011 | 0.21135 | 0.27275 | 0.43225 |
27-04-2011 | 0.2105 | 0.27325 | 0.43175 |
28-04-2011 | 0.21025 | 0.273 | 0.4305 |
03-05-2011 | 0.2095 | 0.27225 | 0.43025 |
04-05-2011 | 0.209 | 0.27025 | 0.4285 |
05-05-2011 | 0.2062 | 0.26825 | 0.427 |
06-05-2011 | 0.20385 | 0.267 | 0.425 |
09-05-2011 | 0.20185 | 0.26575 | 0.42325 |
10-05-2011 | 0.20025 | 0.264 | 0.42125 |
11-05-2011 | 0.19875 | 0.26225 | 0.4205 |
12-05-2011 | 0.198 | 0.26075 | 0.417 |
13-05-2011 | 0.1971 | 0.2605 | 0.415 |
16-05-2011 | 0.197 | 0.2605 | 0.4125 |
17-05-2011 | 0.197 | 0.25975 | 0.412 |
18-05-2011 | 0.19575 | 0.26 | 0.41 |
19-05-2011 | 0.19525 | 0.2585 | 0.40875 |
20-05-2011 | 0.19475 | 0.2575 | 0.40725 |
23-05-2011 | 0.194 | 0.25675 | 0.4055 |
24-05-2011 | 0.1927 | 0.255 | 0.4045 |
25-05-2011 | 0.19235 | 0.2545 | 0.40375 |
26-05-2011 | 0.19125 | 0.254 | 0.40375 |
27-05-2011 | 0.19103 | 0.25388 | 0.40263 |
31-05-2011 | 0.19043 | 0.25288 | 0.40313 |
01-06-2011 | 0.19043 | 0.25288 | 0.40263 |
02-06-2011 | 0.19018 | 0.252 | 0.40138 |
03-06-2011 | 0.1898 | 0.252 | 0.401 |
06-06-2011 | 0.18955 | 0.25175 | 0.401 |
07-06-2011 | 0.18955 | 0.25175 | 0.4 |
08-06-2011 | 0.18955 | 0.25025 | 0.39775 |
09-06-2011 | 0.18955 | 0.2495 | 0.39675 |
10-06-2011 | 0.18855 | 0.2485 | 0.39675 |
13-06-2011 | 0.18705 | 0.247 | 0.3945 |
14-06-2011 | 0.18555 | 0.24525 | 0.3935 |
15-06-2011 | 0.1853 | 0.245 | 0.39325 |
16-06-2011 | 0.1858 | 0.2465 | 0.395 |
17-06-2011 | 0.1858 | 0.2465 | 0.395 |
20-06-2011 | 0.1858 | 0.2465 | 0.39475 |
21-06-2011 | 0.1858 | 0.2455 | 0.39475 |
22-06-2011 | 0.1858 | 0.2455 | 0.39475 |
23-06-2011 | 0.1858 | 0.2465 | 0.39575 |
24-06-2011 | 0.18555 | 0.24625 | 0.39675 |
27-06-2011 | 0.18555 | 0.24575 | 0.40275 |
28-06-2011 | 0.18555 | 0.24575 | 0.40075 |
29-06-2011 | 0.18555 | 0.24575 | 0.40025 |
30-06-2011 | 0.18555 | 0.24575 | 0.39775 |
01-07-2011 | 0.18505 | 0.24575 | 0.39725 |
04-07-2011 | 0.18505 | 0.24575 | 0.39725 |
05-07-2011 | 0.18505 | 0.24575 | 0.39725 |
06-07-2011 | 0.18525 | 0.24575 | 0.39875 |
07-07-2011 | 0.18575 | 0.24605 | 0.39875 |
08-07-2011 | 0.18575 | 0.24605 | 0.39875 |
11-07-2011 | 0.18575 | 0.24605 | 0.40275 |
12-07-2011 | 0.1865 | 0.249 | 0.40975 |
13-07-2011 | 0.1865 | 0.24925 | 0.41325 |
14-07-2011 | 0.1865 | 0.24975 | 0.41575 |
15-07-2011 | 0.1865 | 0.24975 | 0.4165 |
18-07-2011 | 0.18625 | 0.25125 | 0.42 |
19-07-2011 | 0.18625 | 0.252 | 0.423 |
20-07-2011 | 0.18725 | 0.253 | 0.423 |
21-07-2011 | 0.18725 | 0.253 | 0.4235 |
22-07-2011 | 0.18725 | 0.253 | 0.4225 |
25-07-2011 | 0.18725 | 0.2521 | 0.4245 |
26-07-2011 | 0.18725 | 0.2526 | 0.425 |
27-07-2011 | 0.18725 | 0.25285 | 0.42625 |
28-07-2011 | 0.18825 | 0.25395 | 0.4285 |
29-07-2011 | 0.1911 | 0.2555 | 0.43025 |
01-08-2011 | 0.19206 | 0.25722 | 0.43167 |
02-08-2011 | 0.20083 | 0.26444 | 0.4375 |
03-08-2011 | 0.20556 | 0.26828 | 0.44028 |
04-08-2011 | 0.20506 | 0.26939 | 0.44056 |
05-08-2011 | 0.2055 | 0.27161 | 0.44278 |
08-08-2011 | 0.20578 | 0.27478 | 0.44333 |
09-08-2011 | 0.208 | 0.27839 | 0.44828 |
10-08-2011 | 0.20711 | 0.28061 | 0.44828 |
11-08-2011 | 0.20722 | 0.28617 | 0.45183 |
12-08-2011 | 0.20833 | 0.29006 | 0.45672 |
15-08-2011 | 0.21022 | 0.29172 | 0.45928 |
16-08-2011 | 0.21022 | 0.29283 | 0.45983 |
17-08-2011 | 0.21244 | 0.29589 | 0.45983 |
18-08-2011 | 0.213 | 0.29778 | 0.46294 |
19-08-2011 | 0.21544 | 0.303 | 0.46706 |
22-08-2011 | 0.21678 | 0.30844 | 0.47111 |
23-08-2011 | 0.21839 | 0.31178 | 0.47528 |
24-08-2011 | 0.21894 | 0.31428 | 0.47639 |
25-08-2011 | 0.22083 | 0.319 | 0.48028 |
26-08-2011 | 0.22094 | 0.32278 | 0.47994 |
30-08-2011 | 0.2215 | 0.32556 | 0.48333 |
31-08-2011 | 0.2215 | 0.32722 | 0.48578 |
01-09-2011 | 0.2215 | 0.32944 | 0.48878 |
02-09-2011 | 0.22178 | 0.33056 | 0.49039 |
05-09-2011 | 0.22439 | 0.33278 | 0.49606 |
06-09-2011 | 0.226 | 0.33561 | 0.50161 |
07-09-2011 | 0.22611 | 0.33683 | 0.50294 |
08-09-2011 | 0.225 | 0.33683 | 0.50411 |
09-09-2011 | 0.22611 | 0.33794 | 0.50439 |
12-09-2011 | 0.22861 | 0.34289 | 0.51328 |
13-09-2011 | 0.229 | 0.34711 | 0.51694 |
14-09-2011 | 0.22939 | 0.34911 | 0.52089 |
15-09-2011 | 0.22994 | 0.35022 | 0.52228 |
16-09-2011 | 0.2305 | 0.35133 | 0.52283 |
19-09-2011 | 0.23072 | 0.3525 | 0.52478 |
20-09-2011 | 0.23183 | 0.355 | 0.527 |
21-09-2011 | 0.2335 | 0.35556 | 0.52922 |
22-09-2011 | 0.23456 | 0.35806 | 0.537 |
23-09-2011 | 0.23578 | 0.36022 | 0.53956 |
26-09-2011 | 0.23744 | 0.36278 | 0.54172 |
27-09-2011 | 0.23878 | 0.36522 | 0.5445 |
28-09-2011 | 0.23889 | 0.36856 | 0.54839 |
29-09-2011 | 0.23944 | 0.37211 | 0.55394 |
30-09-2011 | 0.23944 | 0.37433 | 0.55783 |
03-10-2011 | 0.24 | 0.37761 | 0.56139 |
04-10-2011 | 0.24111 | 0.38094 | 0.567 |
05-10-2011 | 0.24067 | 0.38361 | 0.57161 |
06-10-2011 | 0.24233 | 0.38778 | 0.578 |
07-10-2011 | 0.24289 | 0.39111 | 0.58056 |
10-10-2011 | 0.243 | 0.39417 | 0.5825 |
11-10-2011 | 0.24311 | 0.3975 | 0.58694 |
12-10-2011 | 0.24322 | 0.40083 | 0.58806 |
13-10-2011 | 0.24333 | 0.40306 | 0.59167 |
14-10-2011 | 0.24333 | 0.40472 | 0.59306 |
17-10-2011 | 0.24444 | 0.40583 | 0.59556 |
18-10-2011 | 0.24472 | 0.40917 | 0.59778 |
19-10-2011 | 0.24472 | 0.41167 | 0.60028 |
20-10-2011 | 0.24472 | 0.41556 | 0.6025 |
21-10-2011 | 0.24472 | 0.41833 | 0.60667 |
24-10-2011 | 0.24472 | 0.42028 | 0.61 |
25-10-2011 | 0.24472 | 0.42222 | 0.61222 |
26-10-2011 | 0.24583 | 0.42472 | 0.61556 |
27-10-2011 | 0.24583 | 0.42806 | 0.61889 |
28-10-2011 | 0.24583 | 0.42944 | 0.61972 |
31-10-2011 | 0.24528 | 0.42944 | 0.61944 |
01-11-2011 | 0.24528 | 0.43167 | 0.6225 |
02-11-2011 | 0.24528 | 0.43306 | 0.62389 |
03-11-2011 | 0.2475 | 0.435 | 0.62694 |
04-11-2011 | 0.2475 | 0.4375 | 0.63111 |
07-11-2011 | 0.24778 | 0.44139 | 0.63667 |
08-11-2011 | 0.24778 | 0.44417 | 0.64167 |
09-11-2011 | 0.24778 | 0.44917 | 0.64833 |
10-11-2011 | 0.24789 | 0.45278 | 0.65417 |
11-11-2011 | 0.249 | 0.45722 | 0.65861 |
14-11-2011 | 0.25022 | 0.46056 | 0.66222 |
15-11-2011 | 0.25172 | 0.46556 | 0.66972 |
16-11-2011 | 0.25172 | 0.47111 | 0.67694 |
17-11-2011 | 0.25478 | 0.47944 | 0.68917 |
18-11-2011 | 0.25656 | 0.48778 | 0.69861 |
21-11-2011 | 0.25667 | 0.495 | 0.70611 |
22-11-2011 | 0.25722 | 0.50028 | 0.71222 |
23-11-2011 | 0.25722 | 0.50611 | 0.71889 |
24-11-2011 | 0.25722 | 0.51167 | 0.72611 |
25-11-2011 | 0.25944 | 0.51806 | 0.73417 |
28-11-2011 | 0.26 | 0.52306 | 0.73972 |
29-11-2011 | 0.27022 | 0.52694 | 0.74583 |
30-11-2011 | 0.27144 | 0.52889 | 0.74833 |
01-12-2011 | 0.27144 | 0.52722 | 0.74722 |
02-12-2011 | 0.27033 | 0.52833 | 0.74833 |
05-12-2011 | 0.2741 | 0.5339 | 0.75425 |
06-12-2011 | 0.27505 | 0.53775 | 0.75825 |
07-12-2011 | 0.2763 | 0.54 | 0.76 |
08-12-2011 | 0.2763 | 0.54 | 0.7605 |
09-12-2011 | 0.27655 | 0.54175 | 0.762 |
12-12-2011 | 0.27755 | 0.5435 | 0.7645 |
13-12-2011 | 0.2783 | 0.54625 | 0.7705 |
14-12-2011 | 0.28255 | 0.55505 | 0.7785 |
15-12-2011 | 0.2846 | 0.55915 | 0.783 |
16-12-2011 | 0.28485 | 0.56315 | 0.788 |
19-12-2011 | 0.28735 | 0.56695 | 0.7945 |
20-12-2011 | 0.2906 | 0.56975 | 0.7985 |
21-12-2011 | 0.29185 | 0.57125 | 0.7995 |
22-12-2011 | 0.2936 | 0.57375 | 0.801 |
23-12-2011 | 0.29395 | 0.57575 | 0.804 |
28-12-2011 | 0.2963 | 0.57925 | 0.808 |
29-12-2011 | 0.2953 | 0.581 | 0.8085 |
30-12-2011 | 0.2953 | 0.581 | 0.8085 |
03-01-2012 | 0.2953 | 0.5825 | 0.811 |
04-01-2012 | 0.2953 | 0.5825 | 0.811 |
05-01-2012 | 0.2953 | 0.5825 | 0.812 |
06-01-2012 | 0.2963 | 0.5815 | 0.812 |
09-01-2012 | 0.2963 | 0.5805 | 0.81 |
10-01-2012 | 0.2958 | 0.5795 | 0.8085 |
11-01-2012 | 0.2947 | 0.5765 | 0.80675 |
12-01-2012 | 0.2896 | 0.5715 | 0.80225 |
13-01-2012 | 0.2851 | 0.567 | 0.79425 |
16-01-2012 | 0.2816 | 0.5649 | 0.79325 |
17-01-2012 | 0.281 | 0.5623 | 0.79275 |
18-01-2012 | 0.2809 | 0.5612 | 0.79175 |
19-01-2012 | 0.2789 | 0.5612 | 0.79175 |
20-01-2012 | 0.2773 | 0.5611 | 0.79175 |
23-01-2012 | 0.2763 | 0.5601 | 0.79275 |
24-01-2012 | 0.2753 | 0.5591 | 0.79125 |
25-01-2012 | 0.2728 | 0.5566 | 0.79175 |
26-01-2012 | 0.2705 | 0.5531 | 0.78675 |
27-01-2012 | 0.27 | 0.5511 | 0.78525 |
30-01-2012 | 0.26775 | 0.54685 | 0.7815 |
31-01-2012 | 0.26475 | 0.54235 | 0.77825 |
01-02-2012 | 0.264 | 0.5371 | 0.7725 |
02-02-2012 | 0.2625 | 0.5306 | 0.77 |
03-02-2012 | 0.2605 | 0.527 | 0.7685 |
06-02-2012 | 0.25975 | 0.52325 | 0.76875 |
07-02-2012 | 0.257 | 0.52 | 0.766 |
08-02-2012 | 0.25475 | 0.51325 | 0.76225 |
09-02-2012 | 0.2535 | 0.51 | 0.7586 |
10-02-2012 | 0.2505 | 0.506 | 0.7581 |
13-02-2012 | 0.2485 | 0.5026 | 0.7556 |
14-02-2012 | 0.2475 | 0.4976 | 0.7536 |
15-02-2012 | 0.246 | 0.4951 | 0.7521 |
16-02-2012 | 0.2455 | 0.4931 | 0.7521 |
17-02-2012 | 0.2455 | 0.4931 | 0.7511 |
20-02-2012 | 0.2455 | 0.4931 | 0.7511 |
21-02-2012 | 0.2455 | 0.4926 | 0.7521 |
22-02-2012 | 0.2445 | 0.4916 | 0.7531 |
23-02-2012 | 0.244 | 0.4906 | 0.7531 |
24-02-2012 | 0.244 | 0.4906 | 0.7531 |
27-02-2012 | 0.244 | 0.4891 | 0.7521 |
28-02-2012 | 0.244 | 0.4875 | 0.7505 |
29-02-2012 | 0.2435 | 0.48425 | 0.74875 |
01-03-2012 | 0.243 | 0.4797 | 0.7482 |
02-03-2012 | 0.24275 | 0.47575 | 0.74525 |
05-03-2012 | 0.24275 | 0.47455 | 0.7432 |
i want a graph like this
Thanks in advance
What have you tried so far? what is your specific problem?, we are more inclined towards helping you with specific coding problems rather than doing your work for you.
Could you please turn this into a self-contained REPRoducible EXample (reprex)? A reprex makes it much easier for others to understand your issue and figure out how to help.
If you've never heard of a reprex before, you might want to start by reading this FAQ:
I have pointed you already at the R Graph Gallery which comes with the full code! And some others shared great resources as well. What else are you expecting us to do for you?
Here is the link to the exact graph you are looking for, including a modern design: https://www.r-graph-gallery.com/line-chart-several-groups-ggplot2.html
Good luck.
As Andres said, with a more detailed explanation of your problem (and what you did and achieved before) it's easier to find help.
If your data is in a dataframe as illustrated in your example you need to convert this first to a long format, then you can also replace the names to something nicer. Here I assume your data is in "input":
library(tidyverse)
df = input %>%
pivot_longer(-date, names_to = "ID") %>%
mutate(ID = case_when(ID == "libor_1m" ~ "1 month",
ID == "libor_3m" ~ "3 months",
ID == "libor_6m" ~ "6 months")) %>%
mutate(value = as.numeric(value)) # this might not be needed for you
head(df)
# A tibble: 6 x 3
date ID value
<dttm> <chr> <dbl>
1 2010-01-04 00:00:00 1 month 0.233
2 2010-01-04 00:00:00 3 months 0.254
3 2010-01-04 00:00:00 6 months 0.434
4 2010-01-05 00:00:00 1 month 0.233
5 2010-01-05 00:00:00 3 months 0.252
6 2010-01-05 00:00:00 6 months 0.428
Then you can plot this, as said above ggplot offers high level of flexibility:
ggplot(df, aes(x=date, y = value, colour = ID)) +
geom_line(size = 1.25) +
theme_minimal(base_size = 14) + # minimalistic theme with bigger font
scale_x_datetime(date_labels = "%b\n%Y") + # desing of x axis
# define a harmonic colour range:
scale_colour_viridis_d("", option = "inferno", begin = 0.25, end = 0.75) +
# adding better labels:
labs(title = "LIBOR-rate (2010-2020) for different durations",
subtitle = "for longer durations the rate is higher",
x = "", # or "year" but it should be clear with the date given
y = "Libor rate (in percent)",
caption = "from: www.libor-rates.org") +
# center the title:
theme(
plot.title = element_text(hjust = 0.5),
plot.subtitle = element_text(hjust = 0.5))
This topic was automatically closed 7 days after the last reply. New replies are no longer allowed.