Sample data generation
This is a step that should not be necessary; the question was to include suitable data samples and the required result from this sample data.
At one level, this will not help, because you do not have my random number generation program, but the script below shows how I generated the data that follows and illustrates the lengths it may need to go when the question does not give readable data. I created some data similar to the data in the question (at least superficially):
18 Generated by VMD in absentia C 0.979485 -6.665347 0.575383 C 1.191999 -3.002386 2.859484 C 3.151517 -5.610077 0.429413 C 3.439828 -6.454984 1.319724 C 3.726201 -0.123038 2.096854 C 1.363325 -3.031238 0.016019 C 6.090283 -3.915340 2.396358 C 0.407755 -7.957784 -0.846842 C 0.203074 -0.796428 2.659573 O 2.600610 -2.259674 -0.260378 O 4.773839 -6.765097 0.588508 H 2.743424 -2.890016 2.906452 H 2.810233 -6.641054 -0.797672 H 6.854169 -3.191721 -0.925670 O 2.914233 -1.060001 0.776983 H 3.803923 -1.497032 2.908799 H 5.669443 -7.227666 -0.647552 H 0.092455 -5.850637 2.959987 18 Generated by VMD in absentia C 6.042840 -7.254720 2.093573 C 2.551942 -6.044322 2.061072 C 3.523150 -6.167163 2.451689 C 5.197316 -3.429866 -0.412062 C 2.548777 -6.422851 1.282846 C 3.775197 -2.012031 1.377440 C 3.405112 -3.206415 -0.879886 C 1.448359 -5.419629 0.467291 C 3.661964 -2.789234 2.644294 O 4.214854 -2.439574 -0.951704 O 5.297609 -2.320418 2.709898 H 2.653940 -4.431080 -0.511743 H 5.040635 -0.676199 -0.590970 H 1.546725 -1.294582 2.562937 O 4.231461 -7.180908 1.629901 H 3.297836 -1.557133 -0.133280 H 3.442481 -4.489962 2.111930 H 1.423611 -7.982655 0.715618 18 Generated by VMD in absentia C 1.432495 -7.686243 2.525734 C 5.038409 -4.976270 2.826846 C 6.184137 -7.303094 2.711561 C 3.208125 -0.606556 1.978725 C 2.171859 -6.792060 0.678988 C 6.521124 -5.622797 -0.773797 C 1.725619 -5.768633 -0.223397 C 3.602427 -2.325680 1.762008 C 1.937521 -1.686895 1.743159 O 0.745526 -0.114246 -0.949490 O 4.754360 -6.531145 1.998913 H 1.114732 -1.158810 1.486939 H 6.410490 -5.411647 0.062737 H 4.164330 -6.743763 1.802804 O 2.587841 -3.979700 2.609748 H 2.192073 -2.815376 -0.809569 H 5.501795 -2.326438 1.325829 H 3.285032 -1.212541 1.284453 18 Generated by VMD in absentia C 3.564424 -3.117406 -0.032879 C 2.894745 -0.632591 0.532311 C 3.384916 -5.383135 1.179585 C 0.793488 -0.894539 -0.886891 C 1.348785 -6.501867 1.648604 C 2.189941 -2.438067 0.616090 C 2.043378 -4.966472 0.691603 C 3.124161 -5.792896 0.545362 C 5.741472 -0.640590 2.825374 O 0.300550 -7.149663 0.942726 O 1.344387 -0.121382 2.169401 H 4.963296 -0.964665 -0.230523 H 6.651423 -4.905053 2.509626 H 5.059694 -6.166516 0.102255 O 5.046864 -3.288883 0.853948 H 2.389007 -3.057664 1.806301 H 2.365876 -0.956860 1.458959 H 2.892502 -0.097422 -0.531714
script I used this:
random -n $((4 * 18)) -T '%8:6[0:7]F %8:6[-8:0]F %8:6[-1:3]F' | awk 'BEGIN { n = split("CCCCCCCCCOOHHHOHHH", atoms, ""); atoms[0] = atoms[n] } NR % n == 1 { print n; print " Generated by VMD in absentia" } { print "", atoms[NR%18], " ", $0 }'
The -n to random indicates how many lines should be generated; I chose 72. The -T is a pattern, and the designation %8:6[0:7]F means using the %8.6F format to print evenly distributed random numbers between 0 and 7. awk script accepts data that was generated and interpolates noise (the number of atoms and the variant on the line "generated by VMD"), as well as marking the lines with the corresponding atomic symbol.
Sample Data Processing
Given some data, you need to execute it to get the desired result. This script works more or less. Of course, there are endless paths that need to be improved: for example, file names as command line arguments, using temporary file names instead of fixed names, cleaning up intermediate files, different compounds, different atoms (nitrogen, phosphorus, etc.), and so on. Further. However, it should adapt easily.
input="data" output="output" n=$(sed 1q "$input") n2=$(($n+2)) for ((i = 3; i <= n2; i++)) do colno=$(printf "%.2d" $(($i-2))) awk -v N=$n2 -v R=$i \ ' BEGIN { name["C"] = "Carbon"; name["H"] = "Hydrogen"; name["O"] = "Oxygen"; R0 = R % N } NR > 2 && NR <= R { count[$1]++; } NR == R { printf "%-32.32s\n", name[$1] " " count[$1]; } NR % N == R0 { xyz = sprintf("%s %s %s", $2, $3, $4); printf "%-32.32s\n", xyz } ' "$input" > "column.$colno" done paste -d ' ' column.* > "$output"
The first four lines set the control parameters, collect the number of lines per unit of data from the input file and adjust them accordingly. The for loop iterates at offsets 3 to $n2 inclusive (skipping two header lines) and runs the awk script. This encodes the types of atoms ( BEGIN ), determines which atom it processes this time ( NR > 2 && NR <= R and NR == R ), and then organizes the printing of data triplets for the corresponding atom. The formatting is carefully organized so that the column headers and the actual xyz triplets are evenly distributed. They are written to the column.$colno . When done, column.* Files are inserted to create a single output file that looks like this:
Carbon 1 Carbon 2 Carbon 3 Carbon 4 Carbon 5 Carbon 6 Carbon 7 Carbon 8 Carbon 9 Oxygen 1 Oxygen 2 Hydrogen 1 Hydrogen 2 Hydrogen 3 Oxygen 3 Hydrogen 4 Hydrogen 5 Hydrogen 6 0.979485 -6.665347 0.575383 1.191999 -3.002386 2.859484 3.151517 -5.610077 0.429413 3.439828 -6.454984 1.319724 3.726201 -0.123038 2.096854 1.363325 -3.031238 0.016019 6.090283 -3.915340 2.396358 0.407755 -7.957784 -0.846842 0.203074 -0.796428 2.659573 2.600610 -2.259674 -0.260378 4.773839 -6.765097 0.588508 2.743424 -2.890016 2.906452 2.810233 -6.641054 -0.797672 6.854169 -3.191721 -0.925670 2.914233 -1.060001 0.776983 3.803923 -1.497032 2.908799 5.669443 -7.227666 -0.647552 0.092455 -5.850637 2.959987 6.042840 -7.254720 2.093573 2.551942 -6.044322 2.061072 3.523150 -6.167163 2.451689 5.197316 -3.429866 -0.412062 2.548777 -6.422851 1.282846 3.775197 -2.012031 1.377440 3.405112 -3.206415 -0.879886 1.448359 -5.419629 0.467291 3.661964 -2.789234 2.644294 4.214854 -2.439574 -0.951704 5.297609 -2.320418 2.709898 2.653940 -4.431080 -0.511743 5.040635 -0.676199 -0.590970 1.546725 -1.294582 2.562937 4.231461 -7.180908 1.629901 3.297836 -1.557133 -0.133280 3.442481 -4.489962 2.111930 1.423611 -7.982655 0.715618 1.432495 -7.686243 2.525734 5.038409 -4.976270 2.826846 6.184137 -7.303094 2.711561 3.208125 -0.606556 1.978725 2.171859 -6.792060 0.678988 6.521124 -5.622797 -0.773797 1.725619 -5.768633 -0.223397 3.602427 -2.325680 1.762008 1.937521 -1.686895 1.743159 0.745526 -0.114246 -0.949490 4.754360 -6.531145 1.998913 1.114732 -1.158810 1.486939 6.410490 -5.411647 0.062737 4.164330 -6.743763 1.802804 2.587841 -3.979700 2.609748 2.192073 -2.815376 -0.809569 5.501795 -2.326438 1.325829 3.285032 -1.212541 1.284453 3.564424 -3.117406 -0.032879 2.894745 -0.632591 0.532311 3.384916 -5.383135 1.179585 0.793488 -0.894539 -0.886891 1.348785 -6.501867 1.648604 2.189941 -2.438067 0.616090 2.043378 -4.966472 0.691603 3.124161 -5.792896 0.545362 5.741472 -0.640590 2.825374 0.300550 -7.149663 0.942726 1.344387 -0.121382 2.169401 4.963296 -0.964665 -0.230523 6.651423 -4.905053 2.509626 5.059694 -6.166516 0.102255 5.046864 -3.288883 0.853948 2.389007 -3.057664 1.806301 2.365876 -0.956860 1.458959 2.892502 -0.097422 -0.531714 3.439828 -6.454984 1.319724 3.726201 -0.123038 2.096854 1.363325 -3.031238 0.016019 6.090283 -3.915340 2.396358 0.407755 -7.957784 -0.846842 0.203074 -0.796428 2.659573 2.600610 -2.259674 -0.260378 4.773839 -6.765097 0.588508 2.743424 -2.890016 2.906452 Carbon 1 Carbon 2 Carbon 3 Carbon 4 Carbon 5 Carbon 6 Carbon 7 Carbon 8 Carbon 9 Oxygen 1 Oxygen 2 Hydrogen 1 Hydrogen 2 Hydrogen 3 Oxygen 3 Hydrogen 4 Hydrogen 5 Hydrogen 6 0.979485 -6.665347 0.575383 1.191999 -3.002386 2.859484 3.151517 -5.610077 0.429413 3.439828 -6.454984 1.319724 3.726201 -0.123038 2.096854 1.363325 -3.031238 0.016019 6.090283 -3.915340 2.396358 0.407755 -7.957784 -0.846842 0.203074 -0.796428 2.659573 2.600610 -2.259674 -0.260378 4.773839 -6.765097 0.588508 2.743424 -2.890016 2.906452 2.810233 -6.641054 -0.797672 6.854169 -3.191721 -0.925670 2.914233 -1.060001 0.776983 3.803923 -1.497032 2.908799 5.669443 -7.227666 -0.647552 0.092455 -5.850637 2.959987 6.042840 -7.254720 2.093573 2.551942 -6.044322 2.061072 3.523150 -6.167163 2.451689 5.197316 -3.429866 -0.412062 2.548777 -6.422851 1.282846 3.775197 -2.012031 1.377440 3.405112 -3.206415 -0.879886 1.448359 -5.419629 0.467291 3.661964 -2.789234 2.644294 4.214854 -2.439574 -0.951704 5.297609 -2.320418 2.709898 2.653940 -4.431080 -0.511743 5.040635 -0.676199 -0.590970 1.546725 -1.294582 2.562937 4.231461 -7.180908 1.629901 3.297836 -1.557133 -0.133280 3.442481 -4.489962 2.111930 1.423611 -7.982655 0.715618 1.432495 -7.686243 2.525734 5.038409 -4.976270 2.826846 6.184137 -7.303094 2.711561 3.208125 -0.606556 1.978725 2.171859 -6.792060 0.678988 6.521124 -5.622797 -0.773797 1.725619 -5.768633 -0.223397 3.602427 -2.325680 1.762008 1.937521 -1.686895 1.743159 0.745526 -0.114246 -0.949490 4.754360 -6.531145 1.998913 1.114732 -1.158810 1.486939 6.410490 -5.411647 0.062737 4.164330 -6.743763 1.802804 2.587841 -3.979700 2.609748 2.192073 -2.815376 -0.809569 5.501795 -2.326438 1.325829 3.285032 -1.212541 1.284453 3.564424 -3.117406 -0.032879 2.894745 -0.632591 0.532311 3.384916 -5.383135 1.179585 0.793488 -0.894539 -0.886891 1.348785 -6.501867 1.648604 2.189941 -2.438067 0.616090 2.043378 -4.966472 0.691603 3.124161 -5.792896 0.545362 5.741472 -0.640590 2.825374 0.300550 -7.149663 0.942726 1.344387 -0.121382 2.169401 4.963296 -0.964665 -0.230523 6.651423 -4.905053 2.509626 5.059694 -6.166516 0.102255 5.046864 -3.288883 0.853948 2.389007 -3.057664 1.806301 2.365876 -0.956860 1.458959 2.892502 -0.097422 -0.531714 5.197316 -3.429866 -0.412062 2.548777 -6.422851 1.282846 3.775197 -2.012031 1.377440 3.405112 -3.206415 -0.879886 1.448359 -5.419629 0.467291 3.661964 -2.789234 2.644294 4.214854 -2.439574 -0.951704 5.297609 -2.320418 2.709898 2.653940 -4.431080 Carbon 1 Carbon 2 Carbon 3 Carbon 4 Carbon 5 Carbon 6 Carbon 7 Carbon 8 Carbon 9 Oxygen 1 Oxygen 2 Hydrogen 1 Hydrogen 2 Hydrogen 3 Oxygen 3 Hydrogen 4 Hydrogen 5 Hydrogen 6 0.979485 -6.665347 0.575383 1.191999 -3.002386 2.859484 3.151517 -5.610077 0.429413 3.439828 -6.454984 1.319724 3.726201 -0.123038 2.096854 1.363325 -3.031238 0.016019 6.090283 -3.915340 2.396358 0.407755 -7.957784 -0.846842 0.203074 -0.796428 2.659573 2.600610 -2.259674 -0.260378 4.773839 -6.765097 0.588508 2.743424 -2.890016 2.906452 2.810233 -6.641054 -0.797672 6.854169 -3.191721 -0.925670 2.914233 -1.060001 0.776983 3.803923 -1.497032 2.908799 5.669443 -7.227666 -0.647552 0.092455 -5.850637 2.959987 6.042840 -7.254720 2.093573 2.551942 -6.044322 2.061072 3.523150 -6.167163 2.451689 5.197316 -3.429866 -0.412062 2.548777 -6.422851 1.282846 3.775197 -2.012031 1.377440 3.405112 -3.206415 -0.879886 1.448359 -5.419629 0.467291 3.661964 -2.789234 2.644294 4.214854 -2.439574 -0.951704 5.297609 -2.320418 2.709898 2.653940 -4.431080 -0.511743 5.040635 -0.676199 -0.590970 1.546725 -1.294582 2.562937 4.231461 -7.180908 1.629901 3.297836 -1.557133 -0.133280 3.442481 -4.489962 2.111930 1.423611 -7.982655 0.715618 1.432495 -7.686243 2.525734 5.038409 -4.976270 2.826846 6.184137 -7.303094 2.711561 3.208125 -0.606556 1.978725 2.171859 -6.792060 0.678988 6.521124 -5.622797 -0.773797 1.725619 -5.768633 -0.223397 3.602427 -2.325680 1.762008 1.937521 -1.686895 1.743159 0.745526 -0.114246 -0.949490 4.754360 -6.531145 1.998913 1.114732 -1.158810 1.486939 6.410490 -5.411647 0.062737 4.164330 -6.743763 1.802804 2.587841 -3.979700 2.609748 2.192073 -2.815376 -0.809569 5.501795 -2.326438 1.325829 3.285032 -1.212541 1.284453 3.564424 -3.117406 -0.032879 2.894745 -0.632591 0.532311 3.384916 -5.383135 1.179585 0.793488 -0.894539 -0.886891 1.348785 -6.501867 1.648604 2.189941 -2.438067 0.616090 2.043378 -4.966472 0.691603 3.124161 -5.792896 0.545362 5.741472 -0.640590 2.825374 0.300550 -7.149663 0.942726 1.344387 -0.121382 2.169401 4.963296 -0.964665 -0.230523 6.651423 -4.905053 2.509626 5.059694 -6.166516 0.102255 5.046864 -3.288883 0.853948 2.389007 -3.057664 1.806301 2.365876 -0.956860 1.458959 2.892502 -0.097422 -0.531714 3.208125 -0.606556 1.978725 2.171859 -6.792060 0.678988 6.521124 -5.622797 -0.773797 1.725619 -5.768633 -0.223397 3.602427 -2.325680 1.762008 1.937521 -1.686895 1.743159 0.745526 -0.114246 -0.949490 4.754360 -6.531145 1.998913 1.114732 -1.158810 Carbon 1 Carbon 2 Carbon 3 Carbon 4 Carbon 5 Carbon 6 Carbon 7 Carbon 8 Carbon 9 Oxygen 1 Oxygen 2 Hydrogen 1 Hydrogen 2 Hydrogen 3 Oxygen 3 Hydrogen 4 Hydrogen 5 Hydrogen 6 0.979485 -6.665347 0.575383 1.191999 -3.002386 2.859484 3.151517 -5.610077 0.429413 3.439828 -6.454984 1.319724 3.726201 -0.123038 2.096854 1.363325 -3.031238 0.016019 6.090283 -3.915340 2.396358 0.407755 -7.957784 -0.846842 0.203074 -0.796428 2.659573 2.600610 -2.259674 -0.260378 4.773839 -6.765097 0.588508 2.743424 -2.890016 2.906452 2.810233 -6.641054 -0.797672 6.854169 -3.191721 -0.925670 2.914233 -1.060001 0.776983 3.803923 -1.497032 2.908799 5.669443 -7.227666 -0.647552 0.092455 -5.850637 2.959987 6.042840 -7.254720 2.093573 2.551942 -6.044322 2.061072 3.523150 -6.167163 2.451689 5.197316 -3.429866 -0.412062 2.548777 -6.422851 1.282846 3.775197 -2.012031 1.377440 3.405112 -3.206415 -0.879886 1.448359 -5.419629 0.467291 3.661964 -2.789234 2.644294 4.214854 -2.439574 -0.951704 5.297609 -2.320418 2.709898 2.653940 -4.431080 -0.511743 5.040635 -0.676199 -0.590970 1.546725 -1.294582 2.562937 4.231461 -7.180908 1.629901 3.297836 -1.557133 -0.133280 3.442481 -4.489962 2.111930 1.423611 -7.982655 0.715618 1.432495 -7.686243 2.525734 5.038409 -4.976270 2.826846 6.184137 -7.303094 2.711561 3.208125 -0.606556 1.978725 2.171859 -6.792060 0.678988 6.521124 -5.622797 -0.773797 1.725619 -5.768633 -0.223397 3.602427 -2.325680 1.762008 1.937521 -1.686895 1.743159 0.745526 -0.114246 -0.949490 4.754360 -6.531145 1.998913 1.114732 -1.158810 1.486939 6.410490 -5.411647 0.062737 4.164330 -6.743763 1.802804 2.587841 -3.979700 2.609748 2.192073 -2.815376 -0.809569 5.501795 -2.326438 1.325829 3.285032 -1.212541 1.284453 3.564424 -3.117406 -0.032879 2.894745 -0.632591 0.532311 3.384916 -5.383135 1.179585 0.793488 -0.894539 -0.886891 1.348785 -6.501867 1.648604 2.189941 -2.438067 0.616090 2.043378 -4.966472 0.691603 3.124161 -5.792896 0.545362 5.741472 -0.640590 2.825374 0.300550 -7.149663 0.942726 1.344387 -0.121382 2.169401 4.963296 -0.964665 -0.230523 6.651423 -4.905053 2.509626 5.059694 -6.166516 0.102255 5.046864 -3.288883 0.853948 2.389007 -3.057664 1.806301 2.365876 -0.956860 1.458959 2.892502 -0.097422 -0.531714
Your task is to understand why all bits of the awk script are present. For example, why do you need R0 (hint, experiment without calculating R0 and use R in its place).