R help - Jun 2024 - code for year month day hr format

?s 09:12 de 17/06/2024, Jibrin Alhassan escreveu:
> Hello Rui,
> Here is the head(df1) output
> Date HR IMF SWS SSN Dst f10.7
> 1 2012-01-01  0 4.0 379  71  -8 999.9
> 2 2012-01-01  1 4.4 386  71  -3 999.9
> 3 2012-01-01  2 4.8 380  71  -4 999.9
> 4 2012-01-01  3 5.4 374  71  -5 999.9
> 5 2012-01-01  4 4.5 369  71  -9 999.9
> 6 2012-01-01  5 4.2 368  71  -7 999.9
> Many thanks.
> *Jibrin Adejoh Alhassan (Ph.D)*
> Department of Physics and Astronomy,
> University of Nigeria, Nsukka
> 
> 
> On Mon, Jun 17, 2024 at 8:14?AM Rui Barradas <ruipbarradas at
sapo.pt> wrote:
> 
>> ?s 07:53 de 17/06/2024, Jibrin Alhassan escreveu:
>>> Part of it is pasted below
>>> YEAR DOY HR    IMF SWS   SSN   Dst f10.7
>>> 2012   1  0   4.0  379.  71    -8 999.9
>>> 2012   1  1   4.4  386.  71    -3 999.9
>>> 2012   1  2   4.8  380.  71    -4 999.9
>>> 2012   1  3   5.4  374.  71    -5 999.9
>>> 2012   1  4   4.5  369.  71    -9 999.9
>>> 2012   1  5   4.2  368.  71    -7 999.9
>>> 2012   1  6   4.7  367.  71    -6 999.9
>>> 2012   1  7   4.1  361.  71   -10 999.9
>>> 2012   1  8   3.2  362.  71    -7 999.9
>>> 2012   1  9   4.3  367.  71    -3 999.9
>>> 2012   1 10   4.5  365.  71    -6 999.9
>>> 2012   1 11   5.6  369.  71    -8 999.9
>>> 2012   1 12   5.2  366.  71    -8 999.9
>>> 2012   1 13   4.4  370.  71    -7 999.9
>>> 2012   1 14   4.8  357.  71    -5 999.9
>>> 2012   1 15   4.6  354.  71    -8 999.9
>>> 2012   1 16   3.7  382.  71    -7 999.9
>>> 2012   1 17   3.2  376.  71    -2 999.9
>>> 2012   1 18   2.8  368.  71     2 999.9
>>> 2012   1 19   3.2  361.  71     2 999.9
>>> 2012   1 20   3.2  361.  71    -3 999.9
>>> 2012   1 21   3.5  365.  71    -5 999.9
>>> 2012   1 22   3.6  364.  71    -3 999.9
>>> 2012   1 23   3.0  362.  71    -3 999.9
>>> 2012   2  0   3.2  359.  92    -5 130.3
>>> 2012   2  1   3.0  361.  92    -4 130.3
>>> 2012   2  2   4.5  374.  92     3 130.3
>>> 2012   2  3   4.5  364.  92     5 130.3
>>> 2012   2  4   5.1  352.  92     3 130.3
>>> 2012   2  5   4.9  358.  92     3 130.3
>>> 2012   2  6   4.4  346.  92     4 130.3
>>> 2012   2  7   4.2  349.  92     7 130.3
>>> 2012   2  8   4.5  346.  92     8 130.3
>>> 2012   2  9   5.2  345.  92     7 130.3
>>> 2012   2 10   5.0  349.  92     5 130.3
>>> 2012   2 11   4.8  345.  92     0 130.3
>>> 2012   2 12   5.3  347.  92     0 130.3
>>> 2012   2 13   5.5  342.  92     0 130.3
>>> 2012   2 14   6.1  359.  92     1 130.3
>>> 2012   2 15   6.2  393.  92     8 130.3
>>> 2012   2 16   6.7  390.  92    10 130.3
>>> 2012   2 17   7.7  369.  92    10 130.3
>>> 2012   2 18   9.4  380.  92    14 130.3
>>> 2012   2 19  10.6  386.  92    12 130.3
>>> 2012   2 20  10.2  378.  92    11 130.3
>>> 2012   2 21  11.6  369.  92     7 130.3
>>> 2012   2 22  12.0  369.  92     8 130.3
>>> 2012   2 23  10.5  361.  92     1 130.3
>>> 2012   3  0  11.3  403. 120    -7 130.2
>>> 2012   3  1  10.3  412. 120   -14 130.2
>>> 2012   3  2   8.8  419. 120   -18 130.2
>>> 2012   3  3   8.3  412. 120   -23 130.2
>>> 2012   3  4   8.0  408. 120   -25 130.2
>>> 2012   3  5   7.0  380. 120   -28 130.2
>>> 2012   3  6   6.9  374. 120   -29 130.2
>>> 2012   3  7   6.9  372. 120   -30 130.2
>>> 2012   3  8   7.1  365. 120   -32 130.2
>>> 2012   3  9   6.8  376. 120   -35 130.2
>>> 2012   3 10   6.7  380. 120   -35 130.2
>>> 2012   3 11   6.4  381. 120   -30 130.2
>>> 2012   3 12   5.9  401. 120   -26 130.2
>>> 2012   3 13   5.9  405. 120   -23 130.2
>>> 2012   3 14   5.9  413. 120   -20 130.2
>>> 2012   3 15   5.9  406. 120   -20 130.2
>>> 2012   3 16   6.3  427. 120   -20 130.2
>>> 2012   3 17   5.9  424. 120   -19 130.2
>>> 2012   3 18   4.8  390. 120   -16 130.2
>>> 2012   3 19   4.8  374. 120   -15 130.2
>>> 2012   3 20   4.8  374. 120   -15 130.2
>>> 2012   3 21   5.1  378. 120   -18 130.2
>>> 2012   3 22   4.9  375. 120   -19 130.2
>>> 2012   3 23   4.7  364. 120   -17 130.2
>>> 2012   4  0   4.3  359. 126   -17 131.6
>>> 2012   4  1   4.3  359. 126   -15 131.6
>>> 2012   4  2   4.2  358. 126   -13 131.6
>>> 2012   4  3   3.8  359. 126   -13 131.6
>>> 2012   4  4   3.8  358. 126   -13 131.6
>>> 2012   4  5   3.7  359. 126   -14 131.6
>>> 2012   4  6   3.9  361. 126   -13 131.6
>>> 2012   4  7   3.7  364. 126   -13 131.6
>>> 2012   4  8   3.7  366. 126   -12 131.6
>>> 2012   4  9   3.8  363. 126   -10 131.6
>>> 2012   4 10   3.5  363. 126    -8 131.6
>>> 2012   4 11   3.0  352. 126   -10 131.6
>>> 2012   4 12   3.1  348. 126   -12 131.6
>>> 2012   4 13   3.3  340. 126    -9 131.6
>>> 2012   4 14   4.0  343. 126    -8 131.6
>>> 2012   4 15   4.2  343. 126    -7 131.6
>>> 2012   4 16   3.8  336. 126    -5 131.6
>>> 2012   4 17   3.9  334. 126    -6 131.6
>>> 2012   4 18   3.8  329. 126    -5 131.6
>>> 2012   4 19   3.8  326. 126    -4 131.6
>>> 2012   4 20   4.3  337. 126    -3 131.6
>>> 2012   4 21   3.9  331. 126     0 131.6
>>> 2012   4 22   3.8  322. 126    -1 131.6
>>> 2012   4 23   3.5  331. 126    -1 131.6
>>> 2012   5  0   3.9  312. 109    -3 136.6
>>> 2012   5  1   3.6  311. 109    -1 136.6
>>> 2012   5  2   3.7  312. 109     0 136.6
>>> 2012   5  3   3.8  308. 109     0 136.6
>>> 2012   5  4   4.0  305. 109     2 136.6
>>> 2012   5  5   4.5  309. 109     2 136.6
>>> 2012   5  6   3.5  314. 109     3 136.6
>>> 2012   5  7   3.6  305. 109     2 136.6
>>> 2012   5  8   4.3  307. 109     2 136.6
>>> 2012   5  9   4.6  316. 109     1 136.6
>>> 2012   5 10   5.0  321. 109    -4 136.6
>>> 2012   5 11   5.1  321. 109    -6 136.6
>>> 2012   5 12   4.6  326. 109    -4 136.6
>>> 2012   5 13   5.7  321. 109    -2 136.6
>>> 2012   5 14   5.0  316. 109     1 136.6
>>> 2012   5 15   4.6  315. 109     2 136.6
>>> 2012   5 16   5.5  321. 109     7 136.6
>>> 2012   5 17   7.2  327. 109     7 136.6
>>> 2012   5 18   9.2  329. 109     3 136.6
>>> 2012   5 19   9.4  341. 109     3 136.6
>>> 2012   5 20   9.2  345. 109     8 136.6
>>> 2012   5 21   9.8  344. 109     9 136.6
>>> 2012   5 22   9.8  341. 109    10 136.6
>>> 2012   5 23  10.0  351. 109    15 136.6
>>> 2012   6  0  10.4  356. 113    12 131.0
>>> 2012   6  1   9.1  360. 113    10 131.0
>>> 2012   6  2   6.6  392. 113    10 131.0
>>> 2012   6  3   6.9  418. 113     7 131.0
>>> 2012   6  4   6.5  408. 113     4 131.0
>>> 2012   6  5   6.6  413. 113     7 131.0
>>> 2012   6  6   7.3  428. 113     6 131.0
>>> 2012   6  7   7.3  416. 113     4 131.0
>>> 2012   6  8   7.0  411. 113     1 131.0
>>> 2012   6  9   7.2  415. 113     1 131.0
>>> 2012   6 10   7.2  426. 113     0 131.0
>>> 2012   6 11   6.5  431. 113    -2 131.0
>>> 2012   6 12   6.4  431. 113    -2 131.0
>>> 2012   6 13   6.6  435. 113     0 131.0
>>> 2012   6 14   6.2  425. 113     2 131.0
>>> 2012   6 15   5.7  431. 113     4 131.0
>>> 2012   6 16   6.1  431. 113     1 131.0
>>> 2012   6 17   5.7  425. 113    -3 131.0
>>> 2012   6 18   5.8  431. 113    -1 131.0
>>> 2012   6 19   6.4  425. 113     2 131.0
>>> 2012   6 20   6.0  434. 113     1 131.0
>>> 2012   6 21   6.3  420. 113     0 131.0
>>> 2012   6 22   6.3  440. 113    -3 131.0
>>> 2012   6 23   6.5  456. 113    -3 131.0
>>> 2012   7  0   6.3  435. 113    -5 135.9
>>> 2012   7  1   5.9  428. 113    -1 135.9
>>> 2012   7  2   5.7  434. 113     1 135.9
>>> 2012   7  3   5.3  423. 113     0 135.9
>>> 2012   7  4   4.3  417. 113     1 135.9
>>> 2012   7  5   5.4  420. 113     0 135.9
>>> 2012   7  6   5.7  434. 113     1 135.9
>>> 2012   7  7   5.5  423. 113     1 135.9
>>> 2012   7  8   4.8  419. 113    -2 135.9
>>> 2012   7  9   5.8  421. 113    -6 135.9
>>> 2012   7 10   5.3  412. 113    -9 135.9
>>> 2012   7 11   4.6  424. 113    -7 135.9
>>> 2012   7 12   4.0  439. 113    -3 135.9
>>> 2012   7 13   4.8  431. 113    -1 135.9
>>> 2012   7 14   5.1  431. 113    -1 135.9
>>> 2012   7 15   4.8  427. 113    -1 135.9
>>> 2012   7 16   4.7  429. 113    -5 135.9
>>> 2012   7 17   5.3  436. 113    -6 135.9
>>> 2012   7 18   5.1  426. 113    -5 135.9
>>> 2012   7 19   5.2  427. 113    -4 135.9
>>> 2012   7 20   4.5  416. 113    -5 135.9
>>> 2012   7 21   4.9  409. 113    -4 135.9
>>> 2012   7 22   5.0  417. 113    -4 135.9
>>> 2012   7 23   5.0  426. 113    -4 135.9
>>> 2012   8  0   5.0  433. 104    -2 131.4
>>> 2012   8  1   4.9  426. 104    -2 131.4
>>> 2012   8  2   4.7  421. 104    -4 131.4
>>> 2012   8  3   4.4  417. 104    -5 131.4
>>> 2012   8  4   4.3  416. 104    -8 131.4
>>> 2012   8  5   4.5  416. 104    -8 131.4
>>> 2012   8  6   5.0  419. 104    -6 131.4
>>> 2012   8  7   5.4  446. 104    -1 131.4
>>> 2012   8  8   5.3  439. 104    -2 131.4
>>> 2012   8  9   5.3  432. 104    -4 131.4
>>> 2012   8 10   5.4  434. 104    -4 131.4
>>> 2012   8 11   5.4  435. 104    -3 131.4
>>> 2012   8 12   4.5  421. 104    -4 131.4
>>> 2012   8 13   4.5  422. 104    -4 131.4
>>> 2012   8 14   5.1  425. 104    -2 131.4
>>> 2012   8 15   5.3  429. 104     1 131.4
>>> 2012   8 16   5.5  433. 104    -2 131.4
>>> 2012   8 17   5.9  440. 104    -2 131.4
>>> 2012   8 18   6.6  445. 104    -1 131.4
>>> 2012   8 19   6.4  442. 104    -4 131.4
>>> 2012   8 20   5.9  434. 104    -6 131.4
>>> 2012   8 21   5.3  429. 104    -7 131.4
>>> 2012   8 22   4.8  438. 104    -2 131.4
>>> 2012   8 23   5.3  427. 104     4 131.4
>>> 2012   9  0   5.5  433.  79     8 137.6
>>> 2012   9  1   5.2  445.  79     9 137.6
>>> 2012   9  2   5.4  439.  79    10 137.6
>>> 2012   9  3   5.3  430.  79     7 137.6
>>> 2012   9  4   5.1  426.  79    -3 137.6
>>> 2012   9  5   4.7  415.  79    -6 137.6
>>> 2012   9  6   5.0  412.  79    -4 137.6
>>> 2012   9  7   5.2  418.  79    -2 137.6
>>> 2012   9  8   5.5  441.  79     2 137.6
>>> 2012   9  9   5.1  441.  79     2 137.6
>>> 2012   9 10   5.4  430.  79    -2 137.6
>>> 2012   9 11   5.3  433.  79    -1 137.6
>>> 2012   9 12   5.5  438.  79     5 137.6
>>> 2012   9 13   5.4  436.  79     6 137.6
>>> 2012   9 14   5.7  440.  79     9 137.6
>>> 2012   9 15   5.9  430.  79     9 137.6
>>> 2012   9 16   5.8  437.  79     4 137.6
>>> 2012   9 17   4.9  431.  79    -3 137.6
>>> 2012   9 18   5.3  424.  79    -3 137.6
>>> 2012   9 19   5.7  437.  79    -2 137.6
>>> 2012   9 20   6.1  427.  79    -4 137.6
>>> 2012   9 21   6.0  409.  79    -7 137.6
>>> 2012   9 22   6.6  410.  79    -4 137.6
>>> 2012   9 23   6.4  432.  79    -1 137.6
>>> 2012  10  0   5.9  434.  70     2 124.6
>>> 2012  10  1   5.6  424.  70     4 124.6
>>> 2012  10  2   4.8  435.  70     7 124.6
>>> 2012  10  3   4.6  425.  70     4 124.6
>>> 2012  10  4   4.3  424.  70     3 124.6
>>> 2012  10  5   5.4  426.  70     2 124.6
>>> 2012  10  6   5.5  434.  70     2 124.6
>>> 2012  10  7   6.4  435.  70     4 124.6
>>> 2012  10  8   6.3  436.  70     1 124.6
>>> 2012  10  9   5.2  431.  70    -6 124.6
>>> 2012  10 10   4.5  426.  70   -10 124.6
>>> 2012  10 11   4.6  435.  70    -9 124.6
>>> 2012  10 12   3.4  425.  70    -5 124.6
>>> 2012  10 13   4.2  427.  70    -4 124.6
>>> 2012  10 14   4.0  432.  70     2 124.6
>>> 2012  10 15   5.5  450.  70     7 124.6
>>> 2012  10 16   5.9  451.  70     2 124.6
>>> 2012  10 17   5.5  445.  70    -3 124.6
>>> 2012  10 18   5.8  442.  70    -2 124.6
>>> 2012  10 19   5.4  430.  70    -1 124.6
>>> 2012  10 20   4.9  427.  70    -1 124.6
>>> 2012  10 21   4.0  436.  70     0 124.6
>>> 2012  10 22   3.4  445.  70    -1 124.6
>>> 2012  10 23   4.5  453.  70     0 124.6
>>> 2012  11  0   5.3  438.  63     1 116.1
>>> 2012  11  1   5.0  438.  63     3 116.1
>>> 2012  11  2   5.3  445.  63     3 116.1
>>> 2012  11  3   4.5  451.  63     2 116.1
>>> 2012  11  4   5.0  456.  63    -1 116.1
>>> 2012  11  5   4.6  459.  63     0 116.1
>>> 2012  11  6   5.1  459.  63     1 116.1
>>> 2012  11  7   4.0  466.  63     3 116.1
>>> 2012  11  8   5.0  478.  63    -1 116.1
>>> 2012  11  9   4.6  489.  63    -2 116.1
>>> 2012  11 10   4.5  493.  63    -4 116.1
>>> 2012  11 11   4.5  494.  63    -1 116.1
>>> 2012  11 12   3.6  504.  63     3 116.1
>>> 2012  11 13   3.5  496.  63     5 116.1
>>> 2012  11 14   3.3  497.  63     7 116.1
>>> 2012  11 15   3.0  498.  63     7 116.1
>>> 2012  11 16   2.1  503.  63     3 116.1
>>> 2012  11 17   2.0  495.  63     0 116.1
>>> 2012  11 18   2.5  492.  63    -2 116.1
>>> 2012  11 19   2.2  496.  63    -1 116.1
>>> 2012  11 20   2.4  489.  63     1 116.1
>>> 2012  11 21   2.6  489.  63     3 116.1
>>> 2012  11 22   2.6  483.  63     2 116.1
>>> 2012  11 23   2.6  478.  63     2 116.1
>>> 2012  12  0   2.9  453.  52     3 113.0
>>> 2012  12  1   2.2  446.  52     4 113.0
>>> 2012  12  2   2.4  442.  52     8 113.0
>>> 2012  12  3   2.6  440.  52    10 113.0
>>> 2012  12  4   2.2  438.  52    11 113.0
>>> 2012  12  5   2.8  438.  52     9 113.0
>>> 2012  12  6   2.0  437.  52     8 113.0
>>> 2012  12  7   2.4  426.  52     7 113.0
>>> 2012  12  8   3.0  423.  52     5 113.0
>>> 2012  12  9   3.3  420.  52     4 113.0
>>> 2012  12 10   4.0  419.  52     2 113.0
>>> 2012  12 11   3.8  412.  52     5 113.0
>>> 2012  12 12   4.2  409.  52     4 113.0
>>> 2012  12 13   3.5  408.  52     2 113.0
>>> 2012  12 14   3.7  404.  52     9 113.0
>>> 2012  12 15   4.5  402.  52    15 113.0
>>> 2012  12 16   3.6  395.  52    14 113.0
>>> 2012  12 17   2.4  392.  52    16 113.0
>>> 2012  12 18   5.8  403.  52    27 113.0
>>> 2012  12 19   7.6  400.  52    27 113.0
>>> 2012  12 20   6.9  418.  52    17 113.0
>>> 2012  12 21   6.9  463.  52    10 113.0
>>> 2012  12 22   7.3  469.  52     9 113.0
>>> 2012  12 23   5.5  482.  52    12 113.0
>>> 2012  13  0   7.7  500.  71    10 120.0
>>> 2012  13  1   8.7  492.  71    14 120.0
>>> 2012  13  2   7.8  513.  71    16 120.0
>>> 2012  13  3   7.5  530.  71    11 120.0
>>> 2012  13  4   7.1  518.  71     8 120.0
>>> 2012  13  5   7.0  524.  71     6 120.0
>>> 2012  13  6   5.9  536.  71     8 120.0
>>> 2012  13  7   3.6  529.  71     5 120.0
>>> 2012  13  8   4.1  510.  71     4 120.0
>>> 2012  13  9   3.9  497.  71     3 120.0
>>> 2012  13 10   2.4  492.  71     3 120.0
>>> 2012  13 11   2.6  485.  71     5 120.0
>>> 2012  13 12   2.9  492.  71     5 120.0
>>> 2012  13 13   2.6  487.  71     3 120.0
>>> 2012  13 14   2.3  478.  71     6 120.0
>>> 2012  13 15   3.2  467.  71    11 120.0
>>> 2012  13 16   3.4  453.  71    10 120.0
>>> 2012  13 17   3.2  452.  71     6 120.0
>>> 2012  13 18   3.0  452.  71     2 120.0
>>> 2012  13 19   2.8  447.  71     1 120.0
>>> 2012  13 20   2.5  439.  71     0 120.0
>>> 2012  13 21   2.5  443.  71    -2 120.0
>>> 2012  13 22   2.7  442.  71    -3 120.0
>>> 2012  13 23   3.0  447.  71    -4 120.0
>>> 2012  14  0   3.5  445. 118    -3 128.0
>>> 2012  14  1   3.3  440. 118    -1 128.0
>>> 2012  14  2   3.1  440. 118     1 128.0
>>> 2012  14  3   2.7  446. 118     0 128.0
>>> 2012  14  4   2.9  442. 118    -1 128.0
>>> 2012  14  5   2.9  437. 118    -2 128.0
>>> 2012  14  6   3.3  431. 118    -3 128.0
>>> 2012  14  7   2.8  420. 118    -2 128.0
>>> 2012  14  8   2.3  409. 118    -2 128.0
>>> 2012  14  9   2.2  407. 118     1 128.0
>>> 2012  14 10   2.6  405. 118     3 128.0
>>> 2012  14 11   2.8  401. 118     4 128.0
>>> 2012  14 12   3.2  398. 118     4 128.0
>>> 2012  14 13   2.7  400. 118     4 128.0
>>> 2012  14 14   1.9  399. 118     5 128.0
>>> 2012  14 15   2.4  395. 118     3 128.0
>>> 2012  14 16   2.7  389. 118     2 128.0
>>> 2012  14 17   2.9  385. 118     0 128.0
>>> 2012  14 18   3.2  384. 118     1 128.0
>>> 2012  14 19   2.6  380. 118     2 128.0
>>> 2012  14 20   2.3  378. 118     1 128.0
>>> 2012  14 21   2.1  374. 118     0 128.0
>>> 2012  14 22   3.1  367. 118     0 128.0
>>> 2012  14 23   4.0  366. 118    -1 128.0
>>> 2012  15  0   4.8  363. 149     0 129.2
>>> 2012  15  1   4.0  359. 149     2 129.2
>>> 2012  15  2   3.4  354. 149     2 129.2
>>> 2012  15  3   3.0  349. 149     5 129.2
>>> 2012  15  4   2.7  344. 149     7 129.2
>>> 2012  15  5   2.4  349. 149    11 129.2
>>> 2012  15  6   2.9  343. 149    12 129.2
>>> 2012  15  7   3.5  333. 149     7 129.2
>>> 2012  15  8   3.6  341. 149     4 129.2
>>> 2012  15  9   3.7  345. 149     1 129.2
>>> 2012  15 10   3.6  343. 149     2 129.2
>>> 2012  15 11   3.6  342. 149     3 129.2
>>> 2012  15 12   3.7  340. 149     7 129.2
>>> 2012  15 13   3.7  342. 149     8 129.2
>>> 2012  15 14   4.1  344. 149     9 129.2
>>> 2012  15 15   3.9  345. 149     4 129.2
>>> 2012  15 16   4.4  355. 149     8 129.2
>>> 2012  15 17   4.7  360. 149    11 129.2
>>> 2012  15 18   5.4  359. 149    12 129.2
>>> 2012  15 19   6.8  353. 149     8 129.2
>>> 2012  15 20   6.6  349. 149     6 129.2
>>> 2012  15 21   5.9  364. 149     2 129.2
>>> 2012  15 22   5.2  394. 149     1 129.2
>>> 2012  15 23   6.3  395. 149     5 129.2
>>> 2012  16  0   6.3  385. 154     6 135.1
>>> 2012  16  1   6.6  397. 154     2 135.1
>>> 2012  16  2   6.7  400. 154     4 135.1
>>> 2012  16  3   6.9  396. 154     5 135.1
>>> 2012  16  4   7.9  392. 154     5 135.1
>>> 2012  16  5   4.6  379. 154    10 135.1
>>> 2012  16  6   8.0  365. 154    13 135.1
>>> 2012  16  7   6.3  358. 154    16 135.1
>>> 2012  16  8   7.9  380. 154    12 135.1
>>> 2012  16  9  10.2  391. 154    10 135.1
>>> 2012  16 10   8.1  394. 154     8 135.1
>>> 2012  16 11  12.1  412. 154    -8 135.1
>>> 2012  16 12  13.2  424. 154   -10 135.1
>>> 2012  16 13  12.9  433. 154    -8 135.1
>>> 2012  16 14   9.3  461. 154    -7 135.1
>>> 2012  16 15   6.6  466. 154   -14 135.1
>>> 2012  16 16   6.6  493. 154   -11 135.1
>>> 2012  16 17   7.4  496. 154    -7 135.1
>>> 2012  16 18   6.2  493. 154    -7 135.1
>>> 2012  16 19   6.9  492. 154   -13 135.1
>>> 2012  16 20   6.8  486. 154   -19 135.1
>>> 2012  16 21   5.6  488. 154   -14 135.1
>>> 2012  16 22   6.4  464. 154   -11 135.1
>>> 2012  16 23   6.0  459. 154   -10 135.1
>>> 2012  17  0   4.9  476. 141   -14 134.5
>>> 2012  17  1   4.6  460. 141   -20 134.5
>>> 2012  17  2   4.1  467. 141   -17 134.5
>>> 2012  17  3   3.7  469. 141   -13 134.5
>>> 2012  17  4   3.3  472. 141   -12 134.5
>>> 2012  17  5   2.7  472. 141    -8 134.5
>>> 2012  17  6   3.5  459. 141    -6 134.5
>>> 2012  17  7   3.9  459. 141    -6 134.5
>>> 2012  17  8   4.1  463. 141    -7 134.5
>>> 2012  17  9   4.1  443. 141   -10 134.5
>>> 2012  17 10   4.1  446. 141   -14 134.5
>>> 2012  17 11   4.1  442. 141   -13 134.5
>>> 2012  17 12   3.6  436. 141   -10 134.5
>>> 2012  17 13   3.6  433. 141    -6 134.5
>>> 2012  17 14   4.2  421. 141    -1 134.5
>>> 2012  17 15   3.7  416. 141    -2 134.5
>>> 2012  17 16   4.2  410. 141    -1 134.5
>>> 2012  17 17   4.6  396. 141    -1 134.5
>>> 2012  17 18   4.5  398. 141    -2 134.5
>>> 2012  17 19   4.4  397. 141    -6 134.5
>>> 2012  17 20   4.5  396. 141    -8 134.5
>>> 2012  17 21   3.5  411. 141    -5 134.5
>>> 2012  17 22   3.9  425. 141    -5 134.5
>>> 2012  17 23   4.7  418. 141    -6 134.5
>>> 2012  18  0   4.6  400. 126    -7 143.4
>>> 2012  18  1   4.5  413. 126    -3 143.4
>>> 2012  18  2   4.4  418. 126     2 143.4
>>> 2012  18  3   4.2  420. 126     2 143.4
>>> 2012  18  4   4.0  401. 126    -2 143.4
>>> 2012  18  5   3.8  399. 126    -1 143.4
>>> 2012  18  6   3.5  388. 126    -1 143.4
>>> 2012  18  7   4.4  393. 126    -2 143.4
>>> 2012  18  8   4.7  405. 126    -3 143.4
>>> 2012  18  9   4.8  409. 126    -4 143.4
>>> 2012  18 10   4.9  409. 126    -3 143.4
>>> 2012  18 11   5.0  411. 126    -5 143.4
>>> 2012  18 12   5.1  405. 126    -5 143.4
>>> 2012  18 13   5.2  403. 126    -6 143.4
>>> 2012  18 14   5.1  394. 126    -4 143.4
>>> 2012  18 15   5.0  391. 126    -5 143.4
>>> 2012  18 16   4.6  387. 126    -4 143.4
>>> 2012  18 17   4.7  376. 126    -2 143.4
>>> 2012  18 18   4.7  381. 126    -1 143.4
>>> 2012  18 19   4.5  382. 126    -2 143.4
>>> 2012  18 20   4.9  386. 126    -5 143.4
>>> 2012  18 21   4.8  375. 126    -5 143.4
>>> 2012  18 22   4.7  385. 126    -6 143.4
>>> 2012  18 23   4.7  381. 126    -5 143.4
>>> 2012  19  0   4.3  372. 105    -3 152.0
>>> 2012  19  1   4.2  361. 105    -4 152.0
>>> 2012  19  2   4.0  360. 105    -5 152.0
>>> 2012  19  3   3.9  362. 105    -4 152.0
>>> *Jibrin Adejoh Alhassan (Ph.D)*
>>> Department of Physics and Astronomy,
>>> University of Nigeria, Nsukka
>>>
>>>
>>> On Mon, Jun 17, 2024 at 7:50?AM Jibrin Alhassan <
>> jibrin.alhassan at unn.edu.ng>
>>> wrote:
>>>
>>>> Hello Rui,
>>>> Your patience is indeed amazing. Your script tested as shown
below
>> worked
>>>> perfectly well.
>>>> df1 <- read.table(text = "YEAR DOY HR   IMF  SW   SSN  
Dst f10.7
>>>> 2012 215  4   5.1  371. 143    -4 138.6 ", header = TRUE)
>>>> with(df1, paste(YEAR, DOY)) |> as.Date(format = "%Y
%j")
>>>> df1$Date <- with(df1, paste(YEAR, DOY)) |> as.Date(format
= "%Y %j")
>>>> df1 <- df1[-(1:2)]
>>>> df1 <- df1[c(ncol(df1), 1:(ncol(df1) - 1L))]
>>>> head(df1).
>>>> But  I have 43,849 data points. Your script only generated one.
Help me
>>>> with a script that can handle the whole data points. I have
tried
>> following
>>>> your tested solution but was unsuccessful. My regards.
>>>> *Jibrin Adejoh Alhassan (Ph.D)*
>>>> Department of Physics and Astronomy,
>>>> University of Nigeria, Nsukka
>>>>
>>>>
>>>> On Sun, Jun 16, 2024 at 8:33?AM Rui Barradas <ruipbarradas
at sapo.pt>
>> wrote:
>>>>
>>>>> ?s 21:42 de 15/06/2024, Jibrin Alhassan escreveu:
>>>>>> Thank you Rui. I ran the following script
>>>>>> df1 <- read.table("solar_hour", header =
TRUE)
>>>>>> df1$date <- as.Date(paste(df1$year, df1$hour),
>>>>>>     format = "%Y %j",
>>>>>> origin = "2012-08-01-0")
>>>>>> df2 <- df1[c("date", "IMF",
"SWS", "SSN", "Dst", "f10")]
>>>>>> head(df1)
>>>>>> #To display all the rows
>>>>>>     print(df2).
>>>>>> It gave me this error message
>>>>>>> source ("script.R")
>>>>>> Error in `$<-.data.frame`(`*tmp*`, date, value =
numeric(0)) :
>>>>>>      replacement has 0 rows, data has 38735
>>>>>>> print(df2)
>>>>>> Error: object 'df2' not found
>>>>>>> My data is an hourly data but desire to have the
date as
>>>>>> year    month    day   hour
>>>>>> 2012   08         01     01
>>>>>> 2012   08         01     02
>>>>>> 2012   08        01      03 etc
>>>>>> Thanks.
>>>>>>
>>>>>> *Jibrin Adejoh Alhassan (Ph.D)*
>>>>>> Department of Physics and Astronomy,
>>>>>> University of Nigeria, Nsukka
>>>>>>
>>>>>>
>>>>>> On Sat, Jun 15, 2024 at 8:34?PM Rui Barradas
<ruipbarradas at sapo.pt>
>>>>> wrote:
>>>>>>
>>>>>>> ?s 20:00 de 15/06/2024, Jibrin Alhassan escreveu:
>>>>>>>> I have solar-geophysical data e.g as blow:
>>>>>>>> YEAR DOY HR   IMF  SW   SSN    Dst f10.7
>>>>>>>> 2012 214  0   3.4  403. 132    -9 154.6
>>>>>>>> 2012 214  1   3.7  388. 132   -10 154.6
>>>>>>>> 2012 214  2   3.7  383. 132   -10 154.6
>>>>>>>> 2012 214  3   3.7  391. 132    -9 154.6
>>>>>>>> 2012 214  4   4.2  399. 132    -7 154.6
>>>>>>>> 2012 214  5   4.1  411. 132    -6 154.6
>>>>>>>> 2012 214  6   4.0  407. 132    -6 154.6
>>>>>>>> 2012 214  7   4.2  404. 132    -4 154.6
>>>>>>>> 2012 214  8   4.3  405. 132    -6 154.6
>>>>>>>> 2012 214  9   4.4  409. 132    -6 154.6
>>>>>>>> 2012 214 10   4.4  401. 132    -6 154.6
>>>>>>>> 2012 214 11   4.5  385. 132    -7 154.6
>>>>>>>> 2012 214 12   4.7  377. 132    -8 154.6
>>>>>>>> 2012 214 13   4.7  382. 132    -6 154.6
>>>>>>>> 2012 214 14   4.3  396. 132    -4 154.6
>>>>>>>> 2012 214 15   4.1  384. 132    -2 154.6
>>>>>>>> 2012 214 16   4.0  382. 132    -1 154.6
>>>>>>>> 2012 214 17   3.9  397. 132     0 154.6
>>>>>>>> 2012 214 18   3.8  390. 132     1 154.6
>>>>>>>> 2012 214 19   4.2  400. 132     2 154.6
>>>>>>>> 2012 214 20   4.6  408. 132     1 154.6
>>>>>>>> 2012 214 21   4.8  401. 132    -3 154.6
>>>>>>>> 2012 214 22   4.9  395. 132    -5 154.6
>>>>>>>> 2012 214 23   5.0  386. 132    -1 154.6
>>>>>>>> 2012 215  0   5.0  377. 143    -1 138.6
>>>>>>>> 2012 215  1   4.9  384. 143    -2 138.6
>>>>>>>> 2012 215  2   4.9  390. 143    -4 138.6
>>>>>>>> 2012 215  3   4.9  372. 143    -6 138.6
>>>>>>>> 2012 215  4   5.1  371. 143    -4 138.6
>>>>>>>> I want to process it to be of the format as
shown below
>>>>>>>>      y   m  d  hr imf  sws  ssn    Dst f10.7
>>>>>>>> 2012-08-01 10 3.4  403. 132    -9 154.6
>>>>>>>> 2012-08-01 12 3.7  388. 132   -10 154.6
>>>>>>>> 2012-08-01 15 3.7  383. 132   -10 154.6
>>>>>>>> 2012-08-01 17 3.7  391. 132    -9 154.6
>>>>>>>> I want to request an R code to accomplish this
task. Thanks for your
>>>>>>> time.
>>>>>>>> *Jibrin Adejoh Alhassan (Ph.D)*
>>>>>>>> Department of Physics and Astronomy,
>>>>>>>> University of Nigeria, Nsukka
>>>>>>>>
>>>>>>>>          [[alternative HTML version deleted]]
>>>>>>>>
>>>>>>>> ______________________________________________
>>>>>>>> R-help at r-project.org mailing list -- To
UNSUBSCRIBE and more, see
>>>>>>>> https://stat.ethz.ch/mailman/listinfo/r-help
>>>>>>>> PLEASE do read the posting guide
>>>>>>> http://www.R-project.org/posting-guide.html
>>>>>>>> and provide commented, minimal, self-contained,
reproducible code.
>>>>>>> Hello,
>>>>>>>
>>>>>>> To create a date column, paste the first two
columns and coerce to
>>>>> class
>>>>>>> "Date" with conversion specifications %Y
for the 4 digit year and %j
>>>>> for
>>>>>>> the day of year. See
>>>>>>>
>>>>>>> help("strptime")
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> df1 <- read.table(text = "YEAR DOY HR   IMF
SW   SSN    Dst f10.7
>>>>>>> 2012 214  0   3.4  403. 132    -9 154.6
>>>>>>> 2012 214  1   3.7  388. 132   -10 154.6
>>>>>>> 2012 214  2   3.7  383. 132   -10 154.6
>>>>>>> 2012 214  3   3.7  391. 132    -9 154.6
>>>>>>> 2012 214  4   4.2  399. 132    -7 154.6
>>>>>>> 2012 214  5   4.1  411. 132    -6 154.6
>>>>>>> 2012 214  6   4.0  407. 132    -6 154.6
>>>>>>> 2012 214  7   4.2  404. 132    -4 154.6
>>>>>>> 2012 214  8   4.3  405. 132    -6 154.6
>>>>>>> 2012 214  9   4.4  409. 132    -6 154.6
>>>>>>> 2012 214 10   4.4  401. 132    -6 154.6
>>>>>>> 2012 214 11   4.5  385. 132    -7 154.6
>>>>>>> 2012 214 12   4.7  377. 132    -8 154.6
>>>>>>> 2012 214 13   4.7  382. 132    -6 154.6
>>>>>>> 2012 214 14   4.3  396. 132    -4 154.6
>>>>>>> 2012 214 15   4.1  384. 132    -2 154.6
>>>>>>> 2012 214 16   4.0  382. 132    -1 154.6
>>>>>>> 2012 214 17   3.9  397. 132     0 154.6
>>>>>>> 2012 214 18   3.8  390. 132     1 154.6
>>>>>>> 2012 214 19   4.2  400. 132     2 154.6
>>>>>>> 2012 214 20   4.6  408. 132     1 154.6
>>>>>>> 2012 214 21   4.8  401. 132    -3 154.6
>>>>>>> 2012 214 22   4.9  395. 132    -5 154.6
>>>>>>> 2012 214 23   5.0  386. 132    -1 154.6
>>>>>>> 2012 215  0   5.0  377. 143    -1 138.6
>>>>>>> 2012 215  1   4.9  384. 143    -2 138.6
>>>>>>> 2012 215  2   4.9  390. 143    -4 138.6
>>>>>>> 2012 215  3   4.9  372. 143    -6 138.6
>>>>>>> 2012 215  4   5.1  371. 143    -4 138.6",
header = TRUE)
>>>>>>>
>>>>>>>
>>>>>>> with(df1, paste(YEAR, DOY)) |> as.Date(format =
"%Y %j")
>>>>>>> #>  [1] "2012-08-01"
"2012-08-01" "2012-08-01" "2012-08-01"
>>>>> "2012-08-01"
>>>>>>> #>  [6] "2012-08-01"
"2012-08-01" "2012-08-01" "2012-08-01"
>>>>> "2012-08-01"
>>>>>>> #> [11] "2012-08-01"
"2012-08-01" "2012-08-01" "2012-08-01"
>>>>> "2012-08-01"
>>>>>>> #> [16] "2012-08-01"
"2012-08-01" "2012-08-01" "2012-08-01"
>>>>> "2012-08-01"
>>>>>>> #> [21] "2012-08-01"
"2012-08-01" "2012-08-01" "2012-08-01"
>>>>> "2012-08-02"
>>>>>>> #> [26] "2012-08-02"
"2012-08-02" "2012-08-02" "2012-08-02"
>>>>>>>
>>>>>>> # now create the column
>>>>>>> df1$Date <- with(df1, paste(YEAR, DOY)) |>
as.Date(format = "%Y %j")
>>>>>>> # remove the columns no longer needed
>>>>>>> df1 <- df1[-(1:2)]
>>>>>>> # relocate the new date column
>>>>>>> df1 <- df1[c(ncol(df1), 1:(ncol(df1) - 1L))]
>>>>>>> head(df1)
>>>>>>> #>         Date HR IMF  SW SSN Dst f10.7
>>>>>>> #> 1 2012-08-01  0 3.4 403 132  -9 154.6
>>>>>>> #> 2 2012-08-01  1 3.7 388 132 -10 154.6
>>>>>>> #> 3 2012-08-01  2 3.7 383 132 -10 154.6
>>>>>>> #> 4 2012-08-01  3 3.7 391 132  -9 154.6
>>>>>>> #> 5 2012-08-01  4 4.2 399 132  -7 154.6
>>>>>>> #> 6 2012-08-01  5 4.1 411 132  -6 154.6
>>>>>>>
>>>>>>>
>>>>>>> Hope this helps,
>>>>>>>
>>>>>>> Rui Barradas
>>>>>>>
>>>>>>>
>>>>>>> --
>>>>>>> Este e-mail foi analisado pelo software antiv?rus
AVG para verificar
>> a
>>>>>>> presen?a de v?rus.
>>>>>>> www.avg.com
>>>>>>>
>>>>>>
>>>>> Hello,
>>>>>
>>>>> There is an error in your new code:
>>>>>
>>>>>
>>>>> paste YEAR with DOY, not with HR.
>>>>>
>>>>>
>>>>> As for the rest, is your real data like the one you posted
before?
>>>>> If it is then I don't see anything wrong with my
(tested) solution.
>>>>>
>>>>>
>>>>> Hope this helps,
>>>>>
>>>>> Rui Barradas
>>>>>
>>>>>
>>>>>
>>>>> --
>>>>> Este e-mail foi analisado pelo software antiv?rus AVG para
verificar a
>>>>> presen?a de v?rus.
>>>>> www.avg.com
>>>>>
>>>>
>>>
>> Hello,
>>
>> I cannot reproduce any error. T is vectorized so I am not understanding
>> what you mean by the script only generated one data point.
>> Here is the same code ran on your new data set, the result is as
expected.
>> Note the output of str(). It days that the 1st column is of class
"Date"
>> so it was created from YEAR and DOY and relocated to the 1st position.
>>
>> Can you post the output of your final df1? Please post
>>
>> head(df1)
>>
>>
>>
>> # new data
>> df1 <- read.table("~/rhelp.txt", header = TRUE)
>>
>> df1$Date <- with(df1, paste(YEAR, DOY)) |> as.Date(format =
"%Y %j")
>> df1 <- df1[-(1:2)]
>> df1 <- df1[c(ncol(df1), 1:(ncol(df1) - 1L))]
>> str(df1)
>> #> 'data.frame':    436 obs. of  7 variables:
>> #>  $ Date : Date, format: "2012-01-01"
"2012-01-01" ...
>> #>  $ HR   : int  0 1 2 3 4 5 6 7 8 9 ...
>> #>  $ IMF  : num  4 4.4 4.8 5.4 4.5 4.2 4.7 4.1 3.2 4.3 ...
>> #>  $ SWS  : num  379 386 380 374 369 368 367 361 362 367 ...
>> #>  $ SSN  : int  71 71 71 71 71 71 71 71 71 71 ...
>> #>  $ Dst  : int  -8 -3 -4 -5 -9 -7 -6 -10 -7 -3 ...
>> #>  $ f10.7: num  1000 1000 1000 1000 1000 ...
>> head(df1)
>> #>         Date HR IMF SWS SSN Dst f10.7
>> #> 1 2012-01-01  0 4.0 379  71  -8 999.9
>> #> 2 2012-01-01  1 4.4 386  71  -3 999.9
>> #> 3 2012-01-01  2 4.8 380  71  -4 999.9
>> #> 4 2012-01-01  3 5.4 374  71  -5 999.9
>> #> 5 2012-01-01  4 4.5 369  71  -9 999.9
>> #> 6 2012-01-01  5 4.2 368  71  -7 999.9
>>
>>
>> Hope this helps,
>>
>> Rui Barradas
>>
>>
>> --
>> Este e-mail foi analisado pelo software antiv?rus AVG para verificar a
>> presen?a de v?rus.
>> www.avg.com
>>
> 
Hello,

So what's the error? Your output is identical to mine. If the output of 
str(df1) is also identical to what I have posted, then everything works 
as expected.

Hope this helps,

Rui Barradas


-- 
Este e-mail foi analisado pelo software antiv?rus AVG para verificar a presen?a
de v?rus.
www.avg.com

Hello Rui,
The df1 output printed from June instead of January .Here is part of it.
4288  2012-06-27 15  6.2  420  70   -7 109.9
4289  2012-06-27 16  6.5  442  70   -9 109.9
4290  2012-06-27 17  6.3  450  70   -6 109.9
4291  2012-06-27 18  6.0  453  70    0 109.9
4292  2012-06-27 19  6.7  473  70    2 109.9
4293  2012-06-27 20  5.7  460  70    2 109.9
4294  2012-06-27 21  5.4  469  70    0 109.9
4295  2012-06-27 22  4.5  485  70   -2 109.9
4296  2012-06-27 23  4.9  497  70    1 109.9
4297  2012-06-28  0  4.6  500  87    3 123.7
4298  2012-06-28  1  4.7  503  87    2 123.7
4299  2012-06-28  2  4.3  488  87    1 123.7
4300  2012-06-28  3  4.9  479  87    0 123.7
4301  2012-06-28  4  5.1  459  87    0 123.7
4302  2012-06-28  5  4.9  458  87    0 123.7
4303  2012-06-28  6  5.1  460  87    0 123.7
4304  2012-06-28  7  5.0  451  87   -3 123.7
4305  2012-06-28  8  5.2  452  87   -5 123.7
4306  2012-06-28  9  5.2  445  87   -6 123.7
4307  2012-06-28 10  5.0  430  87   -7 123.7
4308  2012-06-28 11  4.6  434  87   -8 123.7
4309  2012-06-28 12  4.1  442  87   -7 123.7
4310  2012-06-28 13  3.9  433  87   -7 123.7
4311  2012-06-28 14  3.5  421  87   -9 123.7
4312  2012-06-28 15  4.4  420  87   -8 123.7
4313  2012-06-28 16  4.6  421  87   -9 123.7
4314  2012-06-28 17  3.2  417  87   -7 123.7
4315  2012-06-28 18  3.5  415  87   -3 123.7
4316  2012-06-28 19  3.9  394  87   -2 123.7
4317  2012-06-28 20  4.2  407  87    0 123.7
4318  2012-06-28 21  3.9  411  87   -3 123.7
4319  2012-06-28 22  3.6  420  87   -5 123.7
4320  2012-06-28 23  4.0  423  87    0 123.7
4321  2012-06-29  0  3.2  418 103    5 121.3
4322  2012-06-29  1  3.3  421 103    7 121.3
4323  2012-06-29  2  3.7  411 103    9 121.3
4324  2012-06-29  3  3.8  413 103    9 121.3
4325  2012-06-29  4  3.3  413 103    6 121.3
4326  2012-06-29  5  3.2  417 103    2 121.3
4327  2012-06-29  6  3.4  414 103    2 121.3
4328  2012-06-29  7  3.7  405 103    1 121.3
4329  2012-06-29  8  3.9  393 103    1 121.3
4330  2012-06-29  9  4.2  385 103    2 121.3
4331  2012-06-29 10  4.4  381 103    2 121.3
4332  2012-06-29 11  4.0  386 103    3 121.3
4333  2012-06-29 12  4.7  386 103    5 121.3
4334  2012-06-29 13  5.2  378 103    7 121.3
4335  2012-06-29 14  5.1  376 103    5 121.3
4336  2012-06-29 15  4.7  366 103    2 121.3
4337  2012-06-29 16  4.5  378 103    0 121.3
4338  2012-06-29 17  4.8  369 103    0 121.3
4339  2012-06-29 18  5.4  365 103    0 121.3
4340  2012-06-29 19  5.7  369 103    1 121.3
4341  2012-06-29 20  5.8  373 103    3 121.3
4342  2012-06-29 21  4.9  392 103   10 121.3
4343  2012-06-29 22  4.0  406 103   19 121.3
4344  2012-06-29 23  7.1  402 103   19 121.3
4345  2012-06-30  0  6.5  398 104   18 128.2
4346  2012-06-30  1  7.6  397 104   12 128.2
4347  2012-06-30  2  8.8  407 104   10 128.2
4348  2012-06-30  3 11.2  404 104   -1 128.2
4349  2012-06-30  4 11.2  410 104    1 128.2
4350  2012-06-30  5  8.8  410 104    1 128.2
4351  2012-06-30  6  9.7  417 104   -6 128.2
4352  2012-06-30  7 12.3  446 104  -14 128.2
4353  2012-06-30  8  9.5  476 104  -10 128.2
4354  2012-06-30  9  8.7  496 104  -13 128.2
4355  2012-06-30 10 12.6  560 104  -17 128.2
4356  2012-06-30 11 11.4  600 104  -13 128.2
4357  2012-06-30 12 11.4  607 104  -12 128.2
4358  2012-06-30 13 11.1  603 104   -8 128.2
4359  2012-06-30 14 11.1  616 104  -14 128.2
4360  2012-06-30 15  9.7  616 104  -13 128.2
4361  2012-06-30 16  9.7  629 104  -15 128.2
4362  2012-06-30 17  6.6  654 104  -24 128.2
4363  2012-06-30 18  6.5  660 104  -24 128.2
4364  2012-06-30 19  6.8  676 104  -31 128.2
4365  2012-06-30 20  7.2  675 104  -37 128.2
4366  2012-06-30 21  7.0  657 104  -32 128.2
4367  2012-06-30 22  6.4  634 104  -31 128.2
4368  2012-06-30 23  7.6  640 104  -29 128.2
4369  2012-07-01  0  6.9  650 126  -23 137.9
4370  2012-07-01  1  7.0  635 126  -18 137.9
4371  2012-07-01  2  6.9  651 126  -17 137.9
4372  2012-07-01  3  6.3  661 126  -25 137.9
4373  2012-07-01  4  5.6  663 126  -26 137.9
4374  2012-07-01  5  5.4  655 126  -26 137.9
4375  2012-07-01  6  5.1  656 126  -33 137.9
4376  2012-07-01  7  4.9  658 126  -30 137.9
4377  2012-07-01  8  5.1  648 126  -24 137.9
4378  2012-07-01  9  5.0  643 126  -24 137.9
4379  2012-07-01 10  5.0  633 126  -20 137.9
4380  2012-07-01 11  5.1  650 126  -17 137.9
4381  2012-07-01 12  5.2  687 126  -13 137.9
4382  2012-07-01 13  5.0  653 126   -8 137.9
4383  2012-07-01 14  4.9  648 126  -12 137.9
4384  2012-07-01 15  5.7  661 126  -11 137.9
4385  2012-07-01 16  5.7  665 126  -10 137.9
4386  2012-07-01 17  5.9  655 126  -12 137.9
4387  2012-07-01 18  5.1  647 126  -10 137.9
4388  2012-07-01 19  4.9  638 126  -16 137.9
4389  2012-07-01 20  5.1  633 126  -17 137.9
4390  2012-07-01 21  5.8  642 126  -16 137.9
4391  2012-07-01 22  5.8  635 126  -18 137.9
4392  2012-07-01 23  5.6  639 126  -16 137.9
4393  2012-07-02  0  5.2  653 128  -15 171.4
4394  2012-07-02  1  6.0  642 128  -12 171.4
4395  2012-07-02  2  5.3  664 128  -16 171.4
4396  2012-07-02  3  5.2  676 128  -13 171.4
4397  2012-07-02  4  5.0  662 128  -22 171.4
4398  2012-07-02  5  5.2  650 128  -28 171.4
4399  2012-07-02  6  5.0  650 128  -35 171.4
4400  2012-07-02  7  5.1  644 128  -32 171.4
4401  2012-07-02  8  4.9  653 128  -31 171.4
4402  2012-07-02  9  4.5  649 128  -26 171.4
4403  2012-07-02 10  4.3  640 128  -25 171.4
4404  2012-07-02 11  4.2  635 128  -20 171.4
4405  2012-07-02 12  4.8  636 128  -17 171.4
4406  2012-07-02 13  5.2  619 128  -16 171.4
4407  2012-07-02 14  4.9  649 128  -25 171.4
4408  2012-07-02 15  4.9  652 128  -31 171.4
4409  2012-07-02 16  5.1  649 128  -36 171.4
4410  2012-07-02 17  4.6  628 128  -37 171.4
4411  2012-07-02 18  4.2  633 128  -31 171.4
4412  2012-07-02 19  4.0  642 128  -29 171.4
4413  2012-07-02 20  3.8  643 128  -30 171.4
4414  2012-07-02 21  3.7  631 128  -32 171.4
4415  2012-07-02 22  3.7  626 128  -32 171.4
4416  2012-07-02 23  3.1  642 128  -31 171.4
4417  2012-07-03  0  3.3  634 125  -25 150.7
4418  2012-07-03  1  3.7  618 125  -19 150.7
4419  2012-07-03  2  3.9  593 125  -17 150.7
4420  2012-07-03  3  3.8  589 125  -16 150.7
4421  2012-07-03  4  3.8  576 125  -16 150.7
4422  2012-07-03  5  4.1  580 125  -20 150.7
4423  2012-07-03  6  3.9  580 125  -18 150.7
4424  2012-07-03  7  3.8  572 125  -19 150.7
4425  2012-07-03  8  4.1  562 125  -18 150.7
4426  2012-07-03  9  4.0  561 125  -15 150.7
4427  2012-07-03 10  4.1  558 125  -18 150.7
4428  2012-07-03 11  4.0  550 125  -20 150.7
4429  2012-07-03 12  4.1  548 125  -22 150.7
4430  2012-07-03 13  3.9  549 125  -21 150.7
4431  2012-07-03 14  4.1  532 125  -19 150.7
4432  2012-07-03 15  4.2  546 125  -19 150.7
4433  2012-07-03 16  4.1  547 125  -19 150.7
4434  2012-07-03 17  4.1  525 125  -23 150.7
4435  2012-07-03 18  4.0  514 125  -25 150.7
4436  2012-07-03 19  3.7  534 125  -22 150.7
4437  2012-07-03 20  3.7  541 125  -18 150.7
4438  2012-07-03 21  3.6  533 125  -19 150.7
4439  2012-07-03 22  4.3  548 125  -16 150.7
4440  2012-07-03 23  4.9  534 125  -12 150.7
4441  2012-07-04  0  4.6  538 131  -11 168.6
4442  2012-07-04  1  4.6  558 131  -10 168.6
4443  2012-07-04  2  4.1  568 131   -8 168.6
4444  2012-07-04  3  4.8  578 131   -5 168.6
4445  2012-07-04  4  5.1  580 131  -10 168.6
4446  2012-07-04  5  5.2  573 131  -17 168.6
4447  2012-07-04  6  5.1  565 131  -19 168.6
4448  2012-07-04  7  4.5  560 131  -18 168.6
4449  2012-07-04  8  4.7  555 131  -18 168.6
4450  2012-07-04  9  4.2  531 131  -19 168.6
4451  2012-07-04 10  4.1  521 131  -17 168.6
4452  2012-07-04 11  4.2  525 131  -18 168.6
4453  2012-07-04 12  3.9  526 131  -15 168.6
4454  2012-07-04 13  4.1  518 131  -10 168.6
4455  2012-07-04 14  4.5  506 131   -7 168.6
4456  2012-07-04 15  4.9  497 131   -6 168.6
4457  2012-07-04 16  4.9  498 131   -5 168.6
4458  2012-07-04 17  4.8  489 131   -5 168.6
4459  2012-07-04 18  4.5  518 131   -6 168.6
4460  2012-07-04 19  5.2  521 131   -6 168.6
4461  2012-07-04 20  6.1  535 131   -8 168.6
4462  2012-07-04 21  6.3  537 131  -14 168.6
4463  2012-07-04 22  6.4  519 131  -18 168.6
4464  2012-07-04 23  6.1  512 131  -19 168.6
4465  2012-07-05  0  5.9  500 129  -12 170.1
4466  2012-07-05  1  5.7  493 129   -1 170.1
4467  2012-07-05  2  5.8  486 129    4 170.1
4468  2012-07-05  3  5.8  487 129    4 170.1
4469  2012-07-05  4  5.4  478 129    5 170.1
4470  2012-07-05  5  5.4  478 129    2 170.1
4471  2012-07-05  6  5.9  483 129   -3 170.1
4472  2012-07-05  7  6.3  495 129   -7 170.1
4473  2012-07-05  8  6.1  503 129   -7 170.1
4474  2012-07-05  9  6.2  499 129   -2 170.1
4475  2012-07-05 10  5.9  495 129    3 170.1
4476  2012-07-05 11  4.1  499 129   21 170.1
4477  2012-07-05 12  6.8  491 129   16 170.1
4478  2012-07-05 13  6.9  489 129   11 170.1
4479  2012-07-05 14  6.5  486 129   31 170.1
4480  2012-07-05 15  8.2  478 129   11 170.1
4481  2012-07-05 16  8.1  472 129   11 170.1
4482  2012-07-05 17  9.8  486 129   11 170.1
4483  2012-07-05 18 10.0  489 129    9 170.1
4484  2012-07-05 19 10.0  489 129    8 170.1
4485  2012-07-05 20  9.8  488 129   12 170.1
4486  2012-07-05 21  9.8  485 129   13 170.1
4487  2012-07-05 22 10.3  473 129    6 170.1
4488  2012-07-05 23  9.4  460 129    7 170.1
4489  2012-07-06  0  9.4  457 132    4 163.0
4490  2012-07-06  1  9.3  448 132    6 163.0
4491  2012-07-06  2  8.8  437 132    7 163.0
4492  2012-07-06  3  7.4  435 132   -1 163.0
4493  2012-07-06  4  8.2  431 132   -3 163.0
4494  2012-07-06  5  8.2  424 132    1 163.0
4495  2012-07-06  6  7.8  429 132   -2 163.0
4496  2012-07-06  7  7.8  429 132  -10 163.0
4497  2012-07-06  8  7.6  436 132  -13 163.0
4498  2012-07-06  9  6.9  442 132   -9 163.0
4499  2012-07-06 10  5.7  458 132   -2 163.0
4500  2012-07-06 11  6.3  453 132   -3 163.0
4501  2012-07-06 12  5.0  447 132   -4 163.0
4502  2012-07-06 13  5.2  430 132   -4 163.0
4503  2012-07-06 14  5.9  417 132   -5 163.0
4504  2012-07-06 15  6.3  421 132   -7 163.0
4505  2012-07-06 16  8.7  447 132    2 163.0
4506  2012-07-06 17  9.8  453 132    4 163.0
4507  2012-07-06 18 10.1  484 132   -4 163.0
4508  2012-07-06 19  9.9  484 132  -17 163.0
4509  2012-07-06 20 10.0  485 132  -27 163.0
4510  2012-07-06 21 10.5  457 132  -36 163.0
4511  2012-07-06 22  9.9  459 132  -25 163.0
4512  2012-07-06 23  8.3  483 132   -9 163.0
4513  2012-07-07  0  8.1  486 146  -12 163.7
4514  2012-07-07  1  6.9  485 146   -6 163.7
4515  2012-07-07  2  7.1  484 146    0 163.7
4516  2012-07-07  3  5.6  480 146    4 163.7
4517  2012-07-07  4  5.2  480 146    3 163.7
4518  2012-07-07  5  5.3  493 146    1 163.7
4519  2012-07-07  6  5.1  494 146    1 163.7
4520  2012-07-07  7  4.7  469 146   -3 163.7
4521  2012-07-07  8  4.9  484 146   -7 163.7
4522  2012-07-07  9  4.3  482 146  -10 163.7
4523  2012-07-07 10  4.3  477 146   -7 163.7
4524  2012-07-07 11  4.1  467 146   -6 163.7
4525  2012-07-07 12  4.1  462 146  -10 163.7
4526  2012-07-07 13  3.8  448 146  -13 163.7
4527  2012-07-07 14  3.9  442 146  -14 163.7
4528  2012-07-07 15  3.8  443 146  -14 163.7
4529  2012-07-07 16  3.8  439 146  -12 163.7
4530  2012-07-07 17  3.4  435 146   -7 163.7
4531  2012-07-07 18  3.7  434 146   -9 163.7
4532  2012-07-07 19  3.5  428 146   -6 163.7
4533  2012-07-07 20  3.1  427 146   -3 163.7
4534  2012-07-07 21  3.2  429 146   -2 163.7
4535  2012-07-07 22  3.3  427 146   -6 163.7
4536  2012-07-07 23  3.5  434 146  -12 163.7
4537  2012-07-08  0  3.1  441 117   -9 183.7
4538  2012-07-08  1  3.1  436 117   -7 183.7
4539  2012-07-08  2  3.8  427 117   -4 183.7
4540  2012-07-08  3  3.4  418 117    3 183.7
4541  2012-07-08  4  3.6  417 117   13 183.7
4542  2012-07-08  5  4.6  413 117   15 183.7
4543  2012-07-08  6  4.3  404 117   15 183.7
4544  2012-07-08  7  4.0  394 117   11 183.7
4545  2012-07-08  8  5.5  405 117   12 183.7
4546  2012-07-08  9  9.2  423 117   14 183.7
4547  2012-07-08 10  8.8  418 117   18 183.7
4548  2012-07-08 11  9.2  407 117   11 183.7
4549  2012-07-08 12  9.2  401 117   10 183.7
4550  2012-07-08 13 10.6  412 117   18 183.7
4551  2012-07-08 14 11.1  414 117   17 183.7
4552  2012-07-08 15 11.1  458 117   13 183.7
4553  2012-07-08 16 11.3  441 117   14 183.7
4554  2012-07-08 17 11.0  439 117   15 183.7
4555  2012-07-08 18  9.8  443 117   13 183.7
4556  2012-07-08 19  8.1  439 117   10 183.7
4557  2012-07-08 20  5.1  453 117   12 183.7
4558  2012-07-08 21  8.4  462 117   16 183.7
4559  2012-07-08 22  9.0  447 117    6 183.7
4560  2012-07-08 23  9.8  436 117  -10 183.7
4561  2012-07-09  0 10.1  438 122  -27 179.6
4562  2012-07-09  1 11.6  441 122  -37 179.6
4563  2012-07-09  2 11.6  434 122  -30 179.6
4564  2012-07-09  3 11.8  421 122  -29 179.6
4565  2012-07-09  4 11.8  419 122  -33 179.6
4566  2012-07-09  5 11.6  419 122  -36 179.6
4567  2012-07-09  6 11.7  420 122  -34 179.6
4568  2012-07-09  7 12.2  415 122  -43 179.6
4569  2012-07-09  8 12.2  412 122  -49 179.6
4570  2012-07-09  9 12.3  405 122  -58 179.6
4571  2012-07-09 10 12.3  398 122  -61 179.6
4572  2012-07-09 11 12.0  392 122  -62 179.6
4573  2012-07-09 12 12.0  392 122  -78 179.6
4574  2012-07-09 13 11.9  390 122  -73 179.6
4575  2012-07-09 14 11.4  394 122  -64 179.6
4576  2012-07-09 15 10.6  400 122  -61 179.6
4577  2012-07-09 16 10.9  400 122  -71 179.6
4578  2012-07-09 17 10.7  396 122  -69 179.6
4579  2012-07-09 18 10.7  394 122  -67 179.6
4580  2012-07-09 19 10.3  395 122  -64 179.6
4581  2012-07-09 20 11.0  395 122  -64 179.6
4582  2012-07-09 21 10.8  397 122  -70 179.6
4583  2012-07-09 22 11.5  401 122  -78 179.6
4584  2012-07-09 23 11.1  401 122  -70 179.6
4585  2012-07-10  0 11.1  389 107  -65 179.2
4586  2012-07-10  1 11.8  403 107  -55 179.2
4587  2012-07-10  2 10.1  416 107  -45 179.2
4588  2012-07-10  3 11.0  406 107  -42 179.2
4589  2012-07-10  4 10.8  419 107  -42 179.2
4590  2012-07-10  5 10.6  410 107  -39 179.2
4591  2012-07-10  6 10.3  408 107  -36 179.2
4592  2012-07-10  7  9.4  417 107  -35 179.2
4593  2012-07-10  8  8.2  405 107  -38 179.2
4594  2012-07-10  9  8.3  404 107  -38 179.2
4595  2012-07-10 10  8.0  424 107  -34 179.2
4596  2012-07-10 11  7.3  433 107  -31 179.2
4597  2012-07-10 12  7.5  465 107  -28 179.2
4598  2012-07-10 13  7.3  450 107  -25 179.2
4599  2012-07-10 14  6.5  454 107  -25 179.2
4600  2012-07-10 15  6.6  472 107  -27 179.2
4601  2012-07-10 16  6.7  461 107  -28 179.2
4602  2012-07-10 17  6.5  462 107  -29 179.2
4603  2012-07-10 18  6.5  461 107  -28 179.2
4604  2012-07-10 19  5.4  483 107  -27 179.2
4605  2012-07-10 20  4.9  490 107  -24 179.2
4606  2012-07-10 21  5.6  482 107  -23 179.2
4607  2012-07-10 22  5.7  484 107  -25 179.2
4608  2012-07-10 23  5.8  484 107  -26 179.2
4609  2012-07-11  0  6.6  489 110  -27 167.1
4610  2012-07-11  1  6.7  489 110  -25 167.1
4611  2012-07-11  2  7.1  503 110  -24 167.1
4612  2012-07-11  3  5.7  494 110  -29 167.1
4613  2012-07-11  4  5.5  509 110  -30 167.1
4614  2012-07-11  5  5.3  522 110  -24 167.1
4615  2012-07-11  6  5.2  518 110  -23 167.1
4616  2012-07-11  7  6.5  516 110  -30 167.1
4617  2012-07-11  8  6.3  526 110  -36 167.1
4618  2012-07-11  9  6.2  523 110  -34 167.1
4619  2012-07-11 10  5.5  527 110  -25 167.1
4620  2012-07-11 11  6.0  527 110  -22 167.1
4621  2012-07-11 12  5.8  518 110  -22 167.1
4622  2012-07-11 13  5.4  515 110  -19 167.1
4623  2012-07-11 14  5.3  513 110  -21 167.1
4624  2012-07-11 15  5.5  512 110  -21 167.1
4625  2012-07-11 16  5.2  505 110  -21 167.1
4626  2012-07-11 17  4.9  512 110  -18 167.1
4627  2012-07-11 18  5.1  514 110  -17 167.1
4628  2012-07-11 19  6.2  520 110  -13 167.1
4629  2012-07-11 20  6.6  510 110  -17 167.1
4630  2012-07-11 21  6.2  516 110  -18 167.1
4631  2012-07-11 22  5.8  512 110  -24 167.1
4632  2012-07-11 23  5.9  509 110  -31 167.1
4633  2012-07-12  0  6.1  502 125  -34 170.9
4634  2012-07-12  1  6.6  506 125  -34 170.9
4635  2012-07-12  2  6.1  502 125  -22 170.9
4636  2012-07-12  3  5.8  480 125  -18 170.9
4637  2012-07-12  4  5.7  474 125  -15 170.9
4638  2012-07-12  5  5.4  474 125  -23 170.9
4639  2012-07-12  6  6.1  466 125  -28 170.9
4640  2012-07-12  7  5.4  460 125  -32 170.9
4641  2012-07-12  8  4.8  453 125  -32 170.9
4642  2012-07-12  9  4.7  445 125  -28 170.9
4643  2012-07-12 10  4.9  436 125  -29 170.9
4644  2012-07-12 11  4.9  441 125  -23 170.9
4645  2012-07-12 12  4.9  440 125  -18 170.9
4646  2012-07-12 13  4.2  417 125  -15 170.9
4647  2012-07-12 14  3.5  414 125  -16 170.9
4648  2012-07-12 15  3.9  418 125  -14 170.9
4649  2012-07-12 16  4.2  419 125  -11 170.9
4650  2012-07-12 17  3.9  416 125  -11 170.9
4651  2012-07-12 18  4.0  416 125  -12 170.9
4652  2012-07-12 19  3.8  415 125  -13 170.9
4653  2012-07-12 20  3.9  410 125  -16 170.9
4654  2012-07-12 21  3.8  402 125  -20 170.9
4655  2012-07-12 22  3.8  395 125  -19 170.9
4656  2012-07-12 23  3.9  394 125  -19 170.9
4657  2012-07-13  0  3.9  395 129  -20 152.1
4658  2012-07-13  1  3.8  395 129  -19 152.1
4659  2012-07-13  2  3.8  391 129  -17 152.1
4660  2012-07-13  3  3.8  385 129  -16 152.1
4661  2012-07-13  4  3.7  376 129  -15 152.1
4662  2012-07-13  5  3.8  371 129  -15 152.1
4663  2012-07-13  6  3.8  365 129  -14 152.1
4664  2012-07-13  7  3.9  357 129  -15 152.1
4665  2012-07-13  8  4.0  354 129  -18 152.1
4666  2012-07-13  9  3.9  355 129  -20 152.1
4667  2012-07-13 10  3.9  353 129  -19 152.1
4668  2012-07-13 11  3.7  357 129  -18 152.1
4669  2012-07-13 12  3.8  357 129  -18 152.1
4670  2012-07-13 13  3.8  355 129  -18 152.1
4671  2012-07-13 14  3.7  347 129  -17 152.1
4672  2012-07-13 15  3.7  350 129  -15 152.1
4673  2012-07-13 16  3.7  346 129  -13 152.1
4674  2012-07-13 17  3.7  341 129  -10 152.1
4675  2012-07-13 18  3.3  340 129   -8 152.1
4676  2012-07-13 19  3.2  338 129   -9 152.1
4677  2012-07-13 20  3.3  333 129  -10 152.1
4678  2012-07-13 21  3.4  329 129   -9 152.1
4679  2012-07-13 22  3.9  326 129   -7 152.1
4680  2012-07-13 23  4.0  324 129   -8 152.1
4681  2012-07-14  0  4.0  324 125   -9 152.8
4682  2012-07-14  1  4.0  325 125   -9 152.8
4683  2012-07-14  2  3.9  329 125   -7 152.8
4684  2012-07-14  3  4.1  326 125   -5 152.8
4685  2012-07-14  4  4.4  325 125   -6 152.8
4686  2012-07-14  5  4.5  323 125   -5 152.8
4687  2012-07-14  6  5.0  319 125   -5 152.8
4688  2012-07-14  7  5.2  317 125   -8 152.8
4689  2012-07-14  8  5.4  323 125   -7 152.8
4690  2012-07-14  9  5.4  318 125   -6 152.8
4691  2012-07-14 10  5.2  316 125   -8 152.8
4692  2012-07-14 11  5.2  326 125   -5 152.8
4693  2012-07-14 12  4.6  335 125   -5 152.8
4694  2012-07-14 13  4.2  340 125   -5 152.8
4695  2012-07-14 14  5.0  350 125   -5 152.8
4696  2012-07-14 15  4.9  366 125   -1 152.8
4697  2012-07-14 16  3.9  355 125   -5 152.8
4698  2012-07-14 17  5.1  369 125   -5 152.8
4699  2012-07-14 18 11.0  419 125   15 152.8
4700  2012-07-14 19 14.6  574 125    4 152.8
4701  2012-07-14 20 11.2  569 125   -7 152.8
4702  2012-07-14 21 13.9  568 125   -5 152.8
4703  2012-07-14 22 15.3  574 125    1 152.8
4704  2012-07-14 23 19.2  644 125   -2 152.8
4705  2012-07-15  0 11.4  665 117    9 145.1
4706  2012-07-15  1  9.7  657 117    0 145.1
*Jibrin Adejoh Alhassan (Ph.D)*
Department of Physics and Astronomy,
University of Nigeria, Nsukka


On Mon, Jun 17, 2024 at 9:23?AM Rui Barradas <ruipbarradas at sapo.pt>
wrote:
> ?s 09:12 de 17/06/2024, Jibrin Alhassan escreveu:
> > Hello Rui,
> > Here is the head(df1) output
> > Date HR IMF SWS SSN Dst f10.7
> > 1 2012-01-01  0 4.0 379  71  -8 999.9
> > 2 2012-01-01  1 4.4 386  71  -3 999.9
> > 3 2012-01-01  2 4.8 380  71  -4 999.9
> > 4 2012-01-01  3 5.4 374  71  -5 999.9
> > 5 2012-01-01  4 4.5 369  71  -9 999.9
> > 6 2012-01-01  5 4.2 368  71  -7 999.9
> > Many thanks.
> > *Jibrin Adejoh Alhassan (Ph.D)*
> > Department of Physics and Astronomy,
> > University of Nigeria, Nsukka
> >
> >
> > On Mon, Jun 17, 2024 at 8:14?AM Rui Barradas <ruipbarradas at
sapo.pt>
> wrote:
> >
> >> ?s 07:53 de 17/06/2024, Jibrin Alhassan escreveu:
> >>> Part of it is pasted below
> >>> YEAR DOY HR    IMF SWS   SSN   Dst f10.7
> >>> 2012   1  0   4.0  379.  71    -8 999.9
> >>> 2012   1  1   4.4  386.  71    -3 999.9
> >>> 2012   1  2   4.8  380.  71    -4 999.9
> >>> 2012   1  3   5.4  374.  71    -5 999.9
> >>> 2012   1  4   4.5  369.  71    -9 999.9
> >>> 2012   1  5   4.2  368.  71    -7 999.9
> >>> 2012   1  6   4.7  367.  71    -6 999.9
> >>> 2012   1  7   4.1  361.  71   -10 999.9
> >>> 2012   1  8   3.2  362.  71    -7 999.9
> >>> 2012   1  9   4.3  367.  71    -3 999.9
> >>> 2012   1 10   4.5  365.  71    -6 999.9
> >>> 2012   1 11   5.6  369.  71    -8 999.9
> >>> 2012   1 12   5.2  366.  71    -8 999.9
> >>> 2012   1 13   4.4  370.  71    -7 999.9
> >>> 2012   1 14   4.8  357.  71    -5 999.9
> >>> 2012   1 15   4.6  354.  71    -8 999.9
> >>> 2012   1 16   3.7  382.  71    -7 999.9
> >>> 2012   1 17   3.2  376.  71    -2 999.9
> >>> 2012   1 18   2.8  368.  71     2 999.9
> >>> 2012   1 19   3.2  361.  71     2 999.9
> >>> 2012   1 20   3.2  361.  71    -3 999.9
> >>> 2012   1 21   3.5  365.  71    -5 999.9
> >>> 2012   1 22   3.6  364.  71    -3 999.9
> >>> 2012   1 23   3.0  362.  71    -3 999.9
> >>> 2012   2  0   3.2  359.  92    -5 130.3
> >>> 2012   2  1   3.0  361.  92    -4 130.3
> >>> 2012   2  2   4.5  374.  92     3 130.3
> >>> 2012   2  3   4.5  364.  92     5 130.3
> >>> 2012   2  4   5.1  352.  92     3 130.3
> >>> 2012   2  5   4.9  358.  92     3 130.3
> >>> 2012   2  6   4.4  346.  92     4 130.3
> >>> 2012   2  7   4.2  349.  92     7 130.3
> >>> 2012   2  8   4.5  346.  92     8 130.3
> >>> 2012   2  9   5.2  345.  92     7 130.3
> >>> 2012   2 10   5.0  349.  92     5 130.3
> >>> 2012   2 11   4.8  345.  92     0 130.3
> >>> 2012   2 12   5.3  347.  92     0 130.3
> >>> 2012   2 13   5.5  342.  92     0 130.3
> >>> 2012   2 14   6.1  359.  92     1 130.3
> >>> 2012   2 15   6.2  393.  92     8 130.3
> >>> 2012   2 16   6.7  390.  92    10 130.3
> >>> 2012   2 17   7.7  369.  92    10 130.3
> >>> 2012   2 18   9.4  380.  92    14 130.3
> >>> 2012   2 19  10.6  386.  92    12 130.3
> >>> 2012   2 20  10.2  378.  92    11 130.3
> >>> 2012   2 21  11.6  369.  92     7 130.3
> >>> 2012   2 22  12.0  369.  92     8 130.3
> >>> 2012   2 23  10.5  361.  92     1 130.3
> >>> 2012   3  0  11.3  403. 120    -7 130.2
> >>> 2012   3  1  10.3  412. 120   -14 130.2
> >>> 2012   3  2   8.8  419. 120   -18 130.2
> >>> 2012   3  3   8.3  412. 120   -23 130.2
> >>> 2012   3  4   8.0  408. 120   -25 130.2
> >>> 2012   3  5   7.0  380. 120   -28 130.2
> >>> 2012   3  6   6.9  374. 120   -29 130.2
> >>> 2012   3  7   6.9  372. 120   -30 130.2
> >>> 2012   3  8   7.1  365. 120   -32 130.2
> >>> 2012   3  9   6.8  376. 120   -35 130.2
> >>> 2012   3 10   6.7  380. 120   -35 130.2
> >>> 2012   3 11   6.4  381. 120   -30 130.2
> >>> 2012   3 12   5.9  401. 120   -26 130.2
> >>> 2012   3 13   5.9  405. 120   -23 130.2
> >>> 2012   3 14   5.9  413. 120   -20 130.2
> >>> 2012   3 15   5.9  406. 120   -20 130.2
> >>> 2012   3 16   6.3  427. 120   -20 130.2
> >>> 2012   3 17   5.9  424. 120   -19 130.2
> >>> 2012   3 18   4.8  390. 120   -16 130.2
> >>> 2012   3 19   4.8  374. 120   -15 130.2
> >>> 2012   3 20   4.8  374. 120   -15 130.2
> >>> 2012   3 21   5.1  378. 120   -18 130.2
> >>> 2012   3 22   4.9  375. 120   -19 130.2
> >>> 2012   3 23   4.7  364. 120   -17 130.2
> >>> 2012   4  0   4.3  359. 126   -17 131.6
> >>> 2012   4  1   4.3  359. 126   -15 131.6
> >>> 2012   4  2   4.2  358. 126   -13 131.6
> >>> 2012   4  3   3.8  359. 126   -13 131.6
> >>> 2012   4  4   3.8  358. 126   -13 131.6
> >>> 2012   4  5   3.7  359. 126   -14 131.6
> >>> 2012   4  6   3.9  361. 126   -13 131.6
> >>> 2012   4  7   3.7  364. 126   -13 131.6
> >>> 2012   4  8   3.7  366. 126   -12 131.6
> >>> 2012   4  9   3.8  363. 126   -10 131.6
> >>> 2012   4 10   3.5  363. 126    -8 131.6
> >>> 2012   4 11   3.0  352. 126   -10 131.6
> >>> 2012   4 12   3.1  348. 126   -12 131.6
> >>> 2012   4 13   3.3  340. 126    -9 131.6
> >>> 2012   4 14   4.0  343. 126    -8 131.6
> >>> 2012   4 15   4.2  343. 126    -7 131.6
> >>> 2012   4 16   3.8  336. 126    -5 131.6
> >>> 2012   4 17   3.9  334. 126    -6 131.6
> >>> 2012   4 18   3.8  329. 126    -5 131.6
> >>> 2012   4 19   3.8  326. 126    -4 131.6
> >>> 2012   4 20   4.3  337. 126    -3 131.6
> >>> 2012   4 21   3.9  331. 126     0 131.6
> >>> 2012   4 22   3.8  322. 126    -1 131.6
> >>> 2012   4 23   3.5  331. 126    -1 131.6
> >>> 2012   5  0   3.9  312. 109    -3 136.6
> >>> 2012   5  1   3.6  311. 109    -1 136.6
> >>> 2012   5  2   3.7  312. 109     0 136.6
> >>> 2012   5  3   3.8  308. 109     0 136.6
> >>> 2012   5  4   4.0  305. 109     2 136.6
> >>> 2012   5  5   4.5  309. 109     2 136.6
> >>> 2012   5  6   3.5  314. 109     3 136.6
> >>> 2012   5  7   3.6  305. 109     2 136.6
> >>> 2012   5  8   4.3  307. 109     2 136.6
> >>> 2012   5  9   4.6  316. 109     1 136.6
> >>> 2012   5 10   5.0  321. 109    -4 136.6
> >>> 2012   5 11   5.1  321. 109    -6 136.6
> >>> 2012   5 12   4.6  326. 109    -4 136.6
> >>> 2012   5 13   5.7  321. 109    -2 136.6
> >>> 2012   5 14   5.0  316. 109     1 136.6
> >>> 2012   5 15   4.6  315. 109     2 136.6
> >>> 2012   5 16   5.5  321. 109     7 136.6
> >>> 2012   5 17   7.2  327. 109     7 136.6
> >>> 2012   5 18   9.2  329. 109     3 136.6
> >>> 2012   5 19   9.4  341. 109     3 136.6
> >>> 2012   5 20   9.2  345. 109     8 136.6
> >>> 2012   5 21   9.8  344. 109     9 136.6
> >>> 2012   5 22   9.8  341. 109    10 136.6
> >>> 2012   5 23  10.0  351. 109    15 136.6
> >>> 2012   6  0  10.4  356. 113    12 131.0
> >>> 2012   6  1   9.1  360. 113    10 131.0
> >>> 2012   6  2   6.6  392. 113    10 131.0
> >>> 2012   6  3   6.9  418. 113     7 131.0
> >>> 2012   6  4   6.5  408. 113     4 131.0
> >>> 2012   6  5   6.6  413. 113     7 131.0
> >>> 2012   6  6   7.3  428. 113     6 131.0
> >>> 2012   6  7   7.3  416. 113     4 131.0
> >>> 2012   6  8   7.0  411. 113     1 131.0
> >>> 2012   6  9   7.2  415. 113     1 131.0
> >>> 2012   6 10   7.2  426. 113     0 131.0
> >>> 2012   6 11   6.5  431. 113    -2 131.0
> >>> 2012   6 12   6.4  431. 113    -2 131.0
> >>> 2012   6 13   6.6  435. 113     0 131.0
> >>> 2012   6 14   6.2  425. 113     2 131.0
> >>> 2012   6 15   5.7  431. 113     4 131.0
> >>> 2012   6 16   6.1  431. 113     1 131.0
> >>> 2012   6 17   5.7  425. 113    -3 131.0
> >>> 2012   6 18   5.8  431. 113    -1 131.0
> >>> 2012   6 19   6.4  425. 113     2 131.0
> >>> 2012   6 20   6.0  434. 113     1 131.0
> >>> 2012   6 21   6.3  420. 113     0 131.0
> >>> 2012   6 22   6.3  440. 113    -3 131.0
> >>> 2012   6 23   6.5  456. 113    -3 131.0
> >>> 2012   7  0   6.3  435. 113    -5 135.9
> >>> 2012   7  1   5.9  428. 113    -1 135.9
> >>> 2012   7  2   5.7  434. 113     1 135.9
> >>> 2012   7  3   5.3  423. 113     0 135.9
> >>> 2012   7  4   4.3  417. 113     1 135.9
> >>> 2012   7  5   5.4  420. 113     0 135.9
> >>> 2012   7  6   5.7  434. 113     1 135.9
> >>> 2012   7  7   5.5  423. 113     1 135.9
> >>> 2012   7  8   4.8  419. 113    -2 135.9
> >>> 2012   7  9   5.8  421. 113    -6 135.9
> >>> 2012   7 10   5.3  412. 113    -9 135.9
> >>> 2012   7 11   4.6  424. 113    -7 135.9
> >>> 2012   7 12   4.0  439. 113    -3 135.9
> >>> 2012   7 13   4.8  431. 113    -1 135.9
> >>> 2012   7 14   5.1  431. 113    -1 135.9
> >>> 2012   7 15   4.8  427. 113    -1 135.9
> >>> 2012   7 16   4.7  429. 113    -5 135.9
> >>> 2012   7 17   5.3  436. 113    -6 135.9
> >>> 2012   7 18   5.1  426. 113    -5 135.9
> >>> 2012   7 19   5.2  427. 113    -4 135.9
> >>> 2012   7 20   4.5  416. 113    -5 135.9
> >>> 2012   7 21   4.9  409. 113    -4 135.9
> >>> 2012   7 22   5.0  417. 113    -4 135.9
> >>> 2012   7 23   5.0  426. 113    -4 135.9
> >>> 2012   8  0   5.0  433. 104    -2 131.4
> >>> 2012   8  1   4.9  426. 104    -2 131.4
> >>> 2012   8  2   4.7  421. 104    -4 131.4
> >>> 2012   8  3   4.4  417. 104    -5 131.4
> >>> 2012   8  4   4.3  416. 104    -8 131.4
> >>> 2012   8  5   4.5  416. 104    -8 131.4
> >>> 2012   8  6   5.0  419. 104    -6 131.4
> >>> 2012   8  7   5.4  446. 104    -1 131.4
> >>> 2012   8  8   5.3  439. 104    -2 131.4
> >>> 2012   8  9   5.3  432. 104    -4 131.4
> >>> 2012   8 10   5.4  434. 104    -4 131.4
> >>> 2012   8 11   5.4  435. 104    -3 131.4
> >>> 2012   8 12   4.5  421. 104    -4 131.4
> >>> 2012   8 13   4.5  422. 104    -4 131.4
> >>> 2012   8 14   5.1  425. 104    -2 131.4
> >>> 2012   8 15   5.3  429. 104     1 131.4
> >>> 2012   8 16   5.5  433. 104    -2 131.4
> >>> 2012   8 17   5.9  440. 104    -2 131.4
> >>> 2012   8 18   6.6  445. 104    -1 131.4
> >>> 2012   8 19   6.4  442. 104    -4 131.4
> >>> 2012   8 20   5.9  434. 104    -6 131.4
> >>> 2012   8 21   5.3  429. 104    -7 131.4
> >>> 2012   8 22   4.8  438. 104    -2 131.4
> >>> 2012   8 23   5.3  427. 104     4 131.4
> >>> 2012   9  0   5.5  433.  79     8 137.6
> >>> 2012   9  1   5.2  445.  79     9 137.6
> >>> 2012   9  2   5.4  439.  79    10 137.6
> >>> 2012   9  3   5.3  430.  79     7 137.6
> >>> 2012   9  4   5.1  426.  79    -3 137.6
> >>> 2012   9  5   4.7  415.  79    -6 137.6
> >>> 2012   9  6   5.0  412.  79    -4 137.6
> >>> 2012   9  7   5.2  418.  79    -2 137.6
> >>> 2012   9  8   5.5  441.  79     2 137.6
> >>> 2012   9  9   5.1  441.  79     2 137.6
> >>> 2012   9 10   5.4  430.  79    -2 137.6
> >>> 2012   9 11   5.3  433.  79    -1 137.6
> >>> 2012   9 12   5.5  438.  79     5 137.6
> >>> 2012   9 13   5.4  436.  79     6 137.6
> >>> 2012   9 14   5.7  440.  79     9 137.6
> >>> 2012   9 15   5.9  430.  79     9 137.6
> >>> 2012   9 16   5.8  437.  79     4 137.6
> >>> 2012   9 17   4.9  431.  79    -3 137.6
> >>> 2012   9 18   5.3  424.  79    -3 137.6
> >>> 2012   9 19   5.7  437.  79    -2 137.6
> >>> 2012   9 20   6.1  427.  79    -4 137.6
> >>> 2012   9 21   6.0  409.  79    -7 137.6
> >>> 2012   9 22   6.6  410.  79    -4 137.6
> >>> 2012   9 23   6.4  432.  79    -1 137.6
> >>> 2012  10  0   5.9  434.  70     2 124.6
> >>> 2012  10  1   5.6  424.  70     4 124.6
> >>> 2012  10  2   4.8  435.  70     7 124.6
> >>> 2012  10  3   4.6  425.  70     4 124.6
> >>> 2012  10  4   4.3  424.  70     3 124.6
> >>> 2012  10  5   5.4  426.  70     2 124.6
> >>> 2012  10  6   5.5  434.  70     2 124.6
> >>> 2012  10  7   6.4  435.  70     4 124.6
> >>> 2012  10  8   6.3  436.  70     1 124.6
> >>> 2012  10  9   5.2  431.  70    -6 124.6
> >>> 2012  10 10   4.5  426.  70   -10 124.6
> >>> 2012  10 11   4.6  435.  70    -9 124.6
> >>> 2012  10 12   3.4  425.  70    -5 124.6
> >>> 2012  10 13   4.2  427.  70    -4 124.6
> >>> 2012  10 14   4.0  432.  70     2 124.6
> >>> 2012  10 15   5.5  450.  70     7 124.6
> >>> 2012  10 16   5.9  451.  70     2 124.6
> >>> 2012  10 17   5.5  445.  70    -3 124.6
> >>> 2012  10 18   5.8  442.  70    -2 124.6
> >>> 2012  10 19   5.4  430.  70    -1 124.6
> >>> 2012  10 20   4.9  427.  70    -1 124.6
> >>> 2012  10 21   4.0  436.  70     0 124.6
> >>> 2012  10 22   3.4  445.  70    -1 124.6
> >>> 2012  10 23   4.5  453.  70     0 124.6
> >>> 2012  11  0   5.3  438.  63     1 116.1
> >>> 2012  11  1   5.0  438.  63     3 116.1
> >>> 2012  11  2   5.3  445.  63     3 116.1
> >>> 2012  11  3   4.5  451.  63     2 116.1
> >>> 2012  11  4   5.0  456.  63    -1 116.1
> >>> 2012  11  5   4.6  459.  63     0 116.1
> >>> 2012  11  6   5.1  459.  63     1 116.1
> >>> 2012  11  7   4.0  466.  63     3 116.1
> >>> 2012  11  8   5.0  478.  63    -1 116.1
> >>> 2012  11  9   4.6  489.  63    -2 116.1
> >>> 2012  11 10   4.5  493.  63    -4 116.1
> >>> 2012  11 11   4.5  494.  63    -1 116.1
> >>> 2012  11 12   3.6  504.  63     3 116.1
> >>> 2012  11 13   3.5  496.  63     5 116.1
> >>> 2012  11 14   3.3  497.  63     7 116.1
> >>> 2012  11 15   3.0  498.  63     7 116.1
> >>> 2012  11 16   2.1  503.  63     3 116.1
> >>> 2012  11 17   2.0  495.  63     0 116.1
> >>> 2012  11 18   2.5  492.  63    -2 116.1
> >>> 2012  11 19   2.2  496.  63    -1 116.1
> >>> 2012  11 20   2.4  489.  63     1 116.1
> >>> 2012  11 21   2.6  489.  63     3 116.1
> >>> 2012  11 22   2.6  483.  63     2 116.1
> >>> 2012  11 23   2.6  478.  63     2 116.1
> >>> 2012  12  0   2.9  453.  52     3 113.0
> >>> 2012  12  1   2.2  446.  52     4 113.0
> >>> 2012  12  2   2.4  442.  52     8 113.0
> >>> 2012  12  3   2.6  440.  52    10 113.0
> >>> 2012  12  4   2.2  438.  52    11 113.0
> >>> 2012  12  5   2.8  438.  52     9 113.0
> >>> 2012  12  6   2.0  437.  52     8 113.0
> >>> 2012  12  7   2.4  426.  52     7 113.0
> >>> 2012  12  8   3.0  423.  52     5 113.0
> >>> 2012  12  9   3.3  420.  52     4 113.0
> >>> 2012  12 10   4.0  419.  52     2 113.0
> >>> 2012  12 11   3.8  412.  52     5 113.0
> >>> 2012  12 12   4.2  409.  52     4 113.0
> >>> 2012  12 13   3.5  408.  52     2 113.0
> >>> 2012  12 14   3.7  404.  52     9 113.0
> >>> 2012  12 15   4.5  402.  52    15 113.0
> >>> 2012  12 16   3.6  395.  52    14 113.0
> >>> 2012  12 17   2.4  392.  52    16 113.0
> >>> 2012  12 18   5.8  403.  52    27 113.0
> >>> 2012  12 19   7.6  400.  52    27 113.0
> >>> 2012  12 20   6.9  418.  52    17 113.0
> >>> 2012  12 21   6.9  463.  52    10 113.0
> >>> 2012  12 22   7.3  469.  52     9 113.0
> >>> 2012  12 23   5.5  482.  52    12 113.0
> >>> 2012  13  0   7.7  500.  71    10 120.0
> >>> 2012  13  1   8.7  492.  71    14 120.0
> >>> 2012  13  2   7.8  513.  71    16 120.0
> >>> 2012  13  3   7.5  530.  71    11 120.0
> >>> 2012  13  4   7.1  518.  71     8 120.0
> >>> 2012  13  5   7.0  524.  71     6 120.0
> >>> 2012  13  6   5.9  536.  71     8 120.0
> >>> 2012  13  7   3.6  529.  71     5 120.0
> >>> 2012  13  8   4.1  510.  71     4 120.0
> >>> 2012  13  9   3.9  497.  71     3 120.0
> >>> 2012  13 10   2.4  492.  71     3 120.0
> >>> 2012  13 11   2.6  485.  71     5 120.0
> >>> 2012  13 12   2.9  492.  71     5 120.0
> >>> 2012  13 13   2.6  487.  71     3 120.0
> >>> 2012  13 14   2.3  478.  71     6 120.0
> >>> 2012  13 15   3.2  467.  71    11 120.0
> >>> 2012  13 16   3.4  453.  71    10 120.0
> >>> 2012  13 17   3.2  452.  71     6 120.0
> >>> 2012  13 18   3.0  452.  71     2 120.0
> >>> 2012  13 19   2.8  447.  71     1 120.0
> >>> 2012  13 20   2.5  439.  71     0 120.0
> >>> 2012  13 21   2.5  443.  71    -2 120.0
> >>> 2012  13 22   2.7  442.  71    -3 120.0
> >>> 2012  13 23   3.0  447.  71    -4 120.0
> >>> 2012  14  0   3.5  445. 118    -3 128.0
> >>> 2012  14  1   3.3  440. 118    -1 128.0
> >>> 2012  14  2   3.1  440. 118     1 128.0
> >>> 2012  14  3   2.7  446. 118     0 128.0
> >>> 2012  14  4   2.9  442. 118    -1 128.0
> >>> 2012  14  5   2.9  437. 118    -2 128.0
> >>> 2012  14  6   3.3  431. 118    -3 128.0
> >>> 2012  14  7   2.8  420. 118    -2 128.0
> >>> 2012  14  8   2.3  409. 118    -2 128.0
> >>> 2012  14  9   2.2  407. 118     1 128.0
> >>> 2012  14 10   2.6  405. 118     3 128.0
> >>> 2012  14 11   2.8  401. 118     4 128.0
> >>> 2012  14 12   3.2  398. 118     4 128.0
> >>> 2012  14 13   2.7  400. 118     4 128.0
> >>> 2012  14 14   1.9  399. 118     5 128.0
> >>> 2012  14 15   2.4  395. 118     3 128.0
> >>> 2012  14 16   2.7  389. 118     2 128.0
> >>> 2012  14 17   2.9  385. 118     0 128.0
> >>> 2012  14 18   3.2  384. 118     1 128.0
> >>> 2012  14 19   2.6  380. 118     2 128.0
> >>> 2012  14 20   2.3  378. 118     1 128.0
> >>> 2012  14 21   2.1  374. 118     0 128.0
> >>> 2012  14 22   3.1  367. 118     0 128.0
> >>> 2012  14 23   4.0  366. 118    -1 128.0
> >>> 2012  15  0   4.8  363. 149     0 129.2
> >>> 2012  15  1   4.0  359. 149     2 129.2
> >>> 2012  15  2   3.4  354. 149     2 129.2
> >>> 2012  15  3   3.0  349. 149     5 129.2
> >>> 2012  15  4   2.7  344. 149     7 129.2
> >>> 2012  15  5   2.4  349. 149    11 129.2
> >>> 2012  15  6   2.9  343. 149    12 129.2
> >>> 2012  15  7   3.5  333. 149     7 129.2
> >>> 2012  15  8   3.6  341. 149     4 129.2
> >>> 2012  15  9   3.7  345. 149     1 129.2
> >>> 2012  15 10   3.6  343. 149     2 129.2
> >>> 2012  15 11   3.6  342. 149     3 129.2
> >>> 2012  15 12   3.7  340. 149     7 129.2
> >>> 2012  15 13   3.7  342. 149     8 129.2
> >>> 2012  15 14   4.1  344. 149     9 129.2
> >>> 2012  15 15   3.9  345. 149     4 129.2
> >>> 2012  15 16   4.4  355. 149     8 129.2
> >>> 2012  15 17   4.7  360. 149    11 129.2
> >>> 2012  15 18   5.4  359. 149    12 129.2
> >>> 2012  15 19   6.8  353. 149     8 129.2
> >>> 2012  15 20   6.6  349. 149     6 129.2
> >>> 2012  15 21   5.9  364. 149     2 129.2
> >>> 2012  15 22   5.2  394. 149     1 129.2
> >>> 2012  15 23   6.3  395. 149     5 129.2
> >>> 2012  16  0   6.3  385. 154     6 135.1
> >>> 2012  16  1   6.6  397. 154     2 135.1
> >>> 2012  16  2   6.7  400. 154     4 135.1
> >>> 2012  16  3   6.9  396. 154     5 135.1
> >>> 2012  16  4   7.9  392. 154     5 135.1
> >>> 2012  16  5   4.6  379. 154    10 135.1
> >>> 2012  16  6   8.0  365. 154    13 135.1
> >>> 2012  16  7   6.3  358. 154    16 135.1
> >>> 2012  16  8   7.9  380. 154    12 135.1
> >>> 2012  16  9  10.2  391. 154    10 135.1
> >>> 2012  16 10   8.1  394. 154     8 135.1
> >>> 2012  16 11  12.1  412. 154    -8 135.1
> >>> 2012  16 12  13.2  424. 154   -10 135.1
> >>> 2012  16 13  12.9  433. 154    -8 135.1
> >>> 2012  16 14   9.3  461. 154    -7 135.1
> >>> 2012  16 15   6.6  466. 154   -14 135.1
> >>> 2012  16 16   6.6  493. 154   -11 135.1
> >>> 2012  16 17   7.4  496. 154    -7 135.1
> >>> 2012  16 18   6.2  493. 154    -7 135.1
> >>> 2012  16 19   6.9  492. 154   -13 135.1
> >>> 2012  16 20   6.8  486. 154   -19 135.1
> >>> 2012  16 21   5.6  488. 154   -14 135.1
> >>> 2012  16 22   6.4  464. 154   -11 135.1
> >>> 2012  16 23   6.0  459. 154   -10 135.1
> >>> 2012  17  0   4.9  476. 141   -14 134.5
> >>> 2012  17  1   4.6  460. 141   -20 134.5
> >>> 2012  17  2   4.1  467. 141   -17 134.5
> >>> 2012  17  3   3.7  469. 141   -13 134.5
> >>> 2012  17  4   3.3  472. 141   -12 134.5
> >>> 2012  17  5   2.7  472. 141    -8 134.5
> >>> 2012  17  6   3.5  459. 141    -6 134.5
> >>> 2012  17  7   3.9  459. 141    -6 134.5
> >>> 2012  17  8   4.1  463. 141    -7 134.5
> >>> 2012  17  9   4.1  443. 141   -10 134.5
> >>> 2012  17 10   4.1  446. 141   -14 134.5
> >>> 2012  17 11   4.1  442. 141   -13 134.5
> >>> 2012  17 12   3.6  436. 141   -10 134.5
> >>> 2012  17 13   3.6  433. 141    -6 134.5
> >>> 2012  17 14   4.2  421. 141    -1 134.5
> >>> 2012  17 15   3.7  416. 141    -2 134.5
> >>> 2012  17 16   4.2  410. 141    -1 134.5
> >>> 2012  17 17   4.6  396. 141    -1 134.5
> >>> 2012  17 18   4.5  398. 141    -2 134.5
> >>> 2012  17 19   4.4  397. 141    -6 134.5
> >>> 2012  17 20   4.5  396. 141    -8 134.5
> >>> 2012  17 21   3.5  411. 141    -5 134.5
> >>> 2012  17 22   3.9  425. 141    -5 134.5
> >>> 2012  17 23   4.7  418. 141    -6 134.5
> >>> 2012  18  0   4.6  400. 126    -7 143.4
> >>> 2012  18  1   4.5  413. 126    -3 143.4
> >>> 2012  18  2   4.4  418. 126     2 143.4
> >>> 2012  18  3   4.2  420. 126     2 143.4
> >>> 2012  18  4   4.0  401. 126    -2 143.4
> >>> 2012  18  5   3.8  399. 126    -1 143.4
> >>> 2012  18  6   3.5  388. 126    -1 143.4
> >>> 2012  18  7   4.4  393. 126    -2 143.4
> >>> 2012  18  8   4.7  405. 126    -3 143.4
> >>> 2012  18  9   4.8  409. 126    -4 143.4
> >>> 2012  18 10   4.9  409. 126    -3 143.4
> >>> 2012  18 11   5.0  411. 126    -5 143.4
> >>> 2012  18 12   5.1  405. 126    -5 143.4
> >>> 2012  18 13   5.2  403. 126    -6 143.4
> >>> 2012  18 14   5.1  394. 126    -4 143.4
> >>> 2012  18 15   5.0  391. 126    -5 143.4
> >>> 2012  18 16   4.6  387. 126    -4 143.4
> >>> 2012  18 17   4.7  376. 126    -2 143.4
> >>> 2012  18 18   4.7  381. 126    -1 143.4
> >>> 2012  18 19   4.5  382. 126    -2 143.4
> >>> 2012  18 20   4.9  386. 126    -5 143.4
> >>> 2012  18 21   4.8  375. 126    -5 143.4
> >>> 2012  18 22   4.7  385. 126    -6 143.4
> >>> 2012  18 23   4.7  381. 126    -5 143.4
> >>> 2012  19  0   4.3  372. 105    -3 152.0
> >>> 2012  19  1   4.2  361. 105    -4 152.0
> >>> 2012  19  2   4.0  360. 105    -5 152.0
> >>> 2012  19  3   3.9  362. 105    -4 152.0
> >>> *Jibrin Adejoh Alhassan (Ph.D)*
> >>> Department of Physics and Astronomy,
> >>> University of Nigeria, Nsukka
> >>>
> >>>
> >>> On Mon, Jun 17, 2024 at 7:50?AM Jibrin Alhassan <
> >> jibrin.alhassan at unn.edu.ng>
> >>> wrote:
> >>>
> >>>> Hello Rui,
> >>>> Your patience is indeed amazing. Your script tested as
shown below
> >> worked
> >>>> perfectly well.
> >>>> df1 <- read.table(text = "YEAR DOY HR   IMF  SW  
SSN    Dst f10.7
> >>>> 2012 215  4   5.1  371. 143    -4 138.6 ", header =
TRUE)
> >>>> with(df1, paste(YEAR, DOY)) |> as.Date(format =
"%Y %j")
> >>>> df1$Date <- with(df1, paste(YEAR, DOY)) |>
as.Date(format = "%Y %j")
> >>>> df1 <- df1[-(1:2)]
> >>>> df1 <- df1[c(ncol(df1), 1:(ncol(df1) - 1L))]
> >>>> head(df1).
> >>>> But  I have 43,849 data points. Your script only generated
one. Help
> me
> >>>> with a script that can handle the whole data points. I
have tried
> >> following
> >>>> your tested solution but was unsuccessful. My regards.
> >>>> *Jibrin Adejoh Alhassan (Ph.D)*
> >>>> Department of Physics and Astronomy,
> >>>> University of Nigeria, Nsukka
> >>>>
> >>>>
> >>>> On Sun, Jun 16, 2024 at 8:33?AM Rui Barradas
<ruipbarradas at sapo.pt>
> >> wrote:
> >>>>
> >>>>> ?s 21:42 de 15/06/2024, Jibrin Alhassan escreveu:
> >>>>>> Thank you Rui. I ran the following script
> >>>>>> df1 <- read.table("solar_hour",
header = TRUE)
> >>>>>> df1$date <- as.Date(paste(df1$year, df1$hour),
> >>>>>>     format = "%Y %j",
> >>>>>> origin = "2012-08-01-0")
> >>>>>> df2 <- df1[c("date", "IMF",
"SWS", "SSN", "Dst", "f10")]
> >>>>>> head(df1)
> >>>>>> #To display all the rows
> >>>>>>     print(df2).
> >>>>>> It gave me this error message
> >>>>>>> source ("script.R")
> >>>>>> Error in `$<-.data.frame`(`*tmp*`, date, value
= numeric(0)) :
> >>>>>>      replacement has 0 rows, data has 38735
> >>>>>>> print(df2)
> >>>>>> Error: object 'df2' not found
> >>>>>>> My data is an hourly data but desire to have
the date as
> >>>>>> year    month    day   hour
> >>>>>> 2012   08         01     01
> >>>>>> 2012   08         01     02
> >>>>>> 2012   08        01      03 etc
> >>>>>> Thanks.
> >>>>>>
> >>>>>> *Jibrin Adejoh Alhassan (Ph.D)*
> >>>>>> Department of Physics and Astronomy,
> >>>>>> University of Nigeria, Nsukka
> >>>>>>
> >>>>>>
> >>>>>> On Sat, Jun 15, 2024 at 8:34?PM Rui Barradas
<ruipbarradas at sapo.pt>
> >>>>> wrote:
> >>>>>>
> >>>>>>> ?s 20:00 de 15/06/2024, Jibrin Alhassan
escreveu:
> >>>>>>>> I have solar-geophysical data e.g as blow:
> >>>>>>>> YEAR DOY HR   IMF  SW   SSN    Dst f10.7
> >>>>>>>> 2012 214  0   3.4  403. 132    -9 154.6
> >>>>>>>> 2012 214  1   3.7  388. 132   -10 154.6
> >>>>>>>> 2012 214  2   3.7  383. 132   -10 154.6
> >>>>>>>> 2012 214  3   3.7  391. 132    -9 154.6
> >>>>>>>> 2012 214  4   4.2  399. 132    -7 154.6
> >>>>>>>> 2012 214  5   4.1  411. 132    -6 154.6
> >>>>>>>> 2012 214  6   4.0  407. 132    -6 154.6
> >>>>>>>> 2012 214  7   4.2  404. 132    -4 154.6
> >>>>>>>> 2012 214  8   4.3  405. 132    -6 154.6
> >>>>>>>> 2012 214  9   4.4  409. 132    -6 154.6
> >>>>>>>> 2012 214 10   4.4  401. 132    -6 154.6
> >>>>>>>> 2012 214 11   4.5  385. 132    -7 154.6
> >>>>>>>> 2012 214 12   4.7  377. 132    -8 154.6
> >>>>>>>> 2012 214 13   4.7  382. 132    -6 154.6
> >>>>>>>> 2012 214 14   4.3  396. 132    -4 154.6
> >>>>>>>> 2012 214 15   4.1  384. 132    -2 154.6
> >>>>>>>> 2012 214 16   4.0  382. 132    -1 154.6
> >>>>>>>> 2012 214 17   3.9  397. 132     0 154.6
> >>>>>>>> 2012 214 18   3.8  390. 132     1 154.6
> >>>>>>>> 2012 214 19   4.2  400. 132     2 154.6
> >>>>>>>> 2012 214 20   4.6  408. 132     1 154.6
> >>>>>>>> 2012 214 21   4.8  401. 132    -3 154.6
> >>>>>>>> 2012 214 22   4.9  395. 132    -5 154.6
> >>>>>>>> 2012 214 23   5.0  386. 132    -1 154.6
> >>>>>>>> 2012 215  0   5.0  377. 143    -1 138.6
> >>>>>>>> 2012 215  1   4.9  384. 143    -2 138.6
> >>>>>>>> 2012 215  2   4.9  390. 143    -4 138.6
> >>>>>>>> 2012 215  3   4.9  372. 143    -6 138.6
> >>>>>>>> 2012 215  4   5.1  371. 143    -4 138.6
> >>>>>>>> I want to process it to be of the format
as shown below
> >>>>>>>>      y   m  d  hr imf  sws  ssn    Dst
f10.7
> >>>>>>>> 2012-08-01 10 3.4  403. 132    -9 154.6
> >>>>>>>> 2012-08-01 12 3.7  388. 132   -10 154.6
> >>>>>>>> 2012-08-01 15 3.7  383. 132   -10 154.6
> >>>>>>>> 2012-08-01 17 3.7  391. 132    -9 154.6
> >>>>>>>> I want to request an R code to accomplish
this task. Thanks for
> your
> >>>>>>> time.
> >>>>>>>> *Jibrin Adejoh Alhassan (Ph.D)*
> >>>>>>>> Department of Physics and Astronomy,
> >>>>>>>> University of Nigeria, Nsukka
> >>>>>>>>
> >>>>>>>>          [[alternative HTML version
deleted]]
> >>>>>>>>
> >>>>>>>>
______________________________________________
> >>>>>>>> R-help at r-project.org mailing list -- To
UNSUBSCRIBE and more, see
> >>>>>>>>
https://stat.ethz.ch/mailman/listinfo/r-help
> >>>>>>>> PLEASE do read the posting guide
> >>>>>>> http://www.R-project.org/posting-guide.html
> >>>>>>>> and provide commented, minimal,
self-contained, reproducible code.
> >>>>>>> Hello,
> >>>>>>>
> >>>>>>> To create a date column, paste the first two
columns and coerce to
> >>>>> class
> >>>>>>> "Date" with conversion
specifications %Y for the 4 digit year and
> %j
> >>>>> for
> >>>>>>> the day of year. See
> >>>>>>>
> >>>>>>> help("strptime")
> >>>>>>>
> >>>>>>>
> >>>>>>>
> >>>>>>> df1 <- read.table(text = "YEAR DOY HR 
IMF  SW   SSN    Dst f10.7
> >>>>>>> 2012 214  0   3.4  403. 132    -9 154.6
> >>>>>>> 2012 214  1   3.7  388. 132   -10 154.6
> >>>>>>> 2012 214  2   3.7  383. 132   -10 154.6
> >>>>>>> 2012 214  3   3.7  391. 132    -9 154.6
> >>>>>>> 2012 214  4   4.2  399. 132    -7 154.6
> >>>>>>> 2012 214  5   4.1  411. 132    -6 154.6
> >>>>>>> 2012 214  6   4.0  407. 132    -6 154.6
> >>>>>>> 2012 214  7   4.2  404. 132    -4 154.6
> >>>>>>> 2012 214  8   4.3  405. 132    -6 154.6
> >>>>>>> 2012 214  9   4.4  409. 132    -6 154.6
> >>>>>>> 2012 214 10   4.4  401. 132    -6 154.6
> >>>>>>> 2012 214 11   4.5  385. 132    -7 154.6
> >>>>>>> 2012 214 12   4.7  377. 132    -8 154.6
> >>>>>>> 2012 214 13   4.7  382. 132    -6 154.6
> >>>>>>> 2012 214 14   4.3  396. 132    -4 154.6
> >>>>>>> 2012 214 15   4.1  384. 132    -2 154.6
> >>>>>>> 2012 214 16   4.0  382. 132    -1 154.6
> >>>>>>> 2012 214 17   3.9  397. 132     0 154.6
> >>>>>>> 2012 214 18   3.8  390. 132     1 154.6
> >>>>>>> 2012 214 19   4.2  400. 132     2 154.6
> >>>>>>> 2012 214 20   4.6  408. 132     1 154.6
> >>>>>>> 2012 214 21   4.8  401. 132    -3 154.6
> >>>>>>> 2012 214 22   4.9  395. 132    -5 154.6
> >>>>>>> 2012 214 23   5.0  386. 132    -1 154.6
> >>>>>>> 2012 215  0   5.0  377. 143    -1 138.6
> >>>>>>> 2012 215  1   4.9  384. 143    -2 138.6
> >>>>>>> 2012 215  2   4.9  390. 143    -4 138.6
> >>>>>>> 2012 215  3   4.9  372. 143    -6 138.6
> >>>>>>> 2012 215  4   5.1  371. 143    -4 138.6",
header = TRUE)
> >>>>>>>
> >>>>>>>
> >>>>>>> with(df1, paste(YEAR, DOY)) |>
as.Date(format = "%Y %j")
> >>>>>>> #>  [1] "2012-08-01"
"2012-08-01" "2012-08-01" "2012-08-01"
> >>>>> "2012-08-01"
> >>>>>>> #>  [6] "2012-08-01"
"2012-08-01" "2012-08-01" "2012-08-01"
> >>>>> "2012-08-01"
> >>>>>>> #> [11] "2012-08-01"
"2012-08-01" "2012-08-01" "2012-08-01"
> >>>>> "2012-08-01"
> >>>>>>> #> [16] "2012-08-01"
"2012-08-01" "2012-08-01" "2012-08-01"
> >>>>> "2012-08-01"
> >>>>>>> #> [21] "2012-08-01"
"2012-08-01" "2012-08-01" "2012-08-01"
> >>>>> "2012-08-02"
> >>>>>>> #> [26] "2012-08-02"
"2012-08-02" "2012-08-02" "2012-08-02"
> >>>>>>>
> >>>>>>> # now create the column
> >>>>>>> df1$Date <- with(df1, paste(YEAR, DOY))
|> as.Date(format = "%Y
> %j")
> >>>>>>> # remove the columns no longer needed
> >>>>>>> df1 <- df1[-(1:2)]
> >>>>>>> # relocate the new date column
> >>>>>>> df1 <- df1[c(ncol(df1), 1:(ncol(df1) -
1L))]
> >>>>>>> head(df1)
> >>>>>>> #>         Date HR IMF  SW SSN Dst f10.7
> >>>>>>> #> 1 2012-08-01  0 3.4 403 132  -9 154.6
> >>>>>>> #> 2 2012-08-01  1 3.7 388 132 -10 154.6
> >>>>>>> #> 3 2012-08-01  2 3.7 383 132 -10 154.6
> >>>>>>> #> 4 2012-08-01  3 3.7 391 132  -9 154.6
> >>>>>>> #> 5 2012-08-01  4 4.2 399 132  -7 154.6
> >>>>>>> #> 6 2012-08-01  5 4.1 411 132  -6 154.6
> >>>>>>>
> >>>>>>>
> >>>>>>> Hope this helps,
> >>>>>>>
> >>>>>>> Rui Barradas
> >>>>>>>
> >>>>>>>
> >>>>>>> --
> >>>>>>> Este e-mail foi analisado pelo software
antiv?rus AVG para
> verificar
> >> a
> >>>>>>> presen?a de v?rus.
> >>>>>>> www.avg.com
> >>>>>>>
> >>>>>>
> >>>>> Hello,
> >>>>>
> >>>>> There is an error in your new code:
> >>>>>
> >>>>>
> >>>>> paste YEAR with DOY, not with HR.
> >>>>>
> >>>>>
> >>>>> As for the rest, is your real data like the one you
posted before?
> >>>>> If it is then I don't see anything wrong with my
(tested) solution.
> >>>>>
> >>>>>
> >>>>> Hope this helps,
> >>>>>
> >>>>> Rui Barradas
> >>>>>
> >>>>>
> >>>>>
> >>>>> --
> >>>>> Este e-mail foi analisado pelo software antiv?rus AVG
para verificar
> a
> >>>>> presen?a de v?rus.
> >>>>> www.avg.com
> >>>>>
> >>>>
> >>>
> >> Hello,
> >>
> >> I cannot reproduce any error. T is vectorized so I am not
understanding
> >> what you mean by the script only generated one data point.
> >> Here is the same code ran on your new data set, the result is as
> expected.
> >> Note the output of str(). It days that the 1st column is of class
"Date"
> >> so it was created from YEAR and DOY and relocated to the 1st
position.
> >>
> >> Can you post the output of your final df1? Please post
> >>
> >> head(df1)
> >>
> >>
> >>
> >> # new data
> >> df1 <- read.table("~/rhelp.txt", header = TRUE)
> >>
> >> df1$Date <- with(df1, paste(YEAR, DOY)) |> as.Date(format =
"%Y %j")
> >> df1 <- df1[-(1:2)]
> >> df1 <- df1[c(ncol(df1), 1:(ncol(df1) - 1L))]
> >> str(df1)
> >> #> 'data.frame':    436 obs. of  7 variables:
> >> #>  $ Date : Date, format: "2012-01-01"
"2012-01-01" ...
> >> #>  $ HR   : int  0 1 2 3 4 5 6 7 8 9 ...
> >> #>  $ IMF  : num  4 4.4 4.8 5.4 4.5 4.2 4.7 4.1 3.2 4.3 ...
> >> #>  $ SWS  : num  379 386 380 374 369 368 367 361 362 367 ...
> >> #>  $ SSN  : int  71 71 71 71 71 71 71 71 71 71 ...
> >> #>  $ Dst  : int  -8 -3 -4 -5 -9 -7 -6 -10 -7 -3 ...
> >> #>  $ f10.7: num  1000 1000 1000 1000 1000 ...
> >> head(df1)
> >> #>         Date HR IMF SWS SSN Dst f10.7
> >> #> 1 2012-01-01  0 4.0 379  71  -8 999.9
> >> #> 2 2012-01-01  1 4.4 386  71  -3 999.9
> >> #> 3 2012-01-01  2 4.8 380  71  -4 999.9
> >> #> 4 2012-01-01  3 5.4 374  71  -5 999.9
> >> #> 5 2012-01-01  4 4.5 369  71  -9 999.9
> >> #> 6 2012-01-01  5 4.2 368  71  -7 999.9
> >>
> >>
> >> Hope this helps,
> >>
> >> Rui Barradas
> >>
> >>
> >> --
> >> Este e-mail foi analisado pelo software antiv?rus AVG para
verificar a
> >> presen?a de v?rus.
> >> www.avg.com
> >>
> >
> Hello,
>
> So what's the error? Your output is identical to mine. If the output of
> str(df1) is also identical to what I have posted, then everything works
> as expected.
>
> Hope this helps,
>
> Rui Barradas
>
>
> --
> Este e-mail foi analisado pelo software antiv?rus AVG para verificar a
> presen?a de v?rus.
> www.avg.com
>
	[[alternative HTML version deleted]]