help is needed for coding for multiple graphs from a heterogenous large data csv file in R

General
1

Hi,
I am working on large data set related to simulations. I have to make multiple graphs from single csv file that contains all the data (values from variable metabolite combinations) but I am unable to get a code for this. Can anyone help me: an idea about the dataset:

Bacterial combination1 # Metabolite combination1
Rounds Parameter1 Parameter2 Parameter3
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2
3
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Bacterial combination2 # Metabolite combination2
Rounds Parameter1 Parameter2 Parameter3
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2
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2

Hi Kusum, welcome!

We don't really have enough info to help you out. Could you ask this with a minimal REPRoducible EXample (reprex)? A reprex makes it much easier for others to understand your issue and figure out how to help.

If you've never heard of a reprex before, you might want to start by reading this FAQ:

3

Thanks a lot. I will follow the instructions.

4

I have attached a sample file.
I wish to make graphs for all the set of combinations present in the one csv file. I am unable to write a quote for generating multiple graphs from this one csv file. Can anyone help me to get the task accomplished?

Combination1 Run1
round P1 P2 C1 C2 C3
1 2.465684799 49.5 0.565972921 0.5 0.558316121 0.841395757
2 3.206754358 48.65860424 0.642003257 0.500887188 0.637721972 1.426141942
3 4.38288146 47.2324623 0.726796104 0.500887188 0.740451259 2.41474691
4 6.285921257 44.81771539 0.822695722 0.500887188 0.873951581 4.088386766
5 9.401135722 40.72932863 0.931248498 0.500887188 1.046991165 6.922008871
6 14.53146044 33.80731975 1.054123997 0.500887188 1.270857375 11.70559188
7 23.01788194 22.10172787 1.194371475 0.501056722 1.561407838 19.76104591
8 34.16460688 3.127207967 1.275369741 0.501168684 1.837118273 30.55095019
9 35.58930424 0.330770849 1.314157775 0.501666469 1.952280968 31.82119903
10 35.76093829 0.035021178 1.32502633 0.501666469 2.034450102 31.89979539
11 35.86344015 0.00378127 1.335039519 0.501666469 2.119497342 31.90723683
12 35.96241671 4.17E-04 1.344685475 0.501666469 2.208037048 31.90802771
13 36.06389547 4.70E-05 1.353986452 0.501666469 2.300214836 31.90802771
14 36.16463317 5.42E-06 1.362950895 0.501666469 2.391988091 31.90802771
Combination2 Run2
round P1 P2 C1 C2 C3
1 2.265530033 49.5 0.5 0.5 0.5 0.765530033
2 2.701088871 48.73446997 0.505865418 0.505165404 0.517982207 1.172075842
3 3.374982456 47.56239412 0.515174277 0.51155858 0.552100737 1.796148862
4 4.403247794 45.76624526 0.528008131 0.514910917 0.604209807 2.756118938
5 5.972202217 43.01012632 0.545059239 0.517078766 0.678069445 4.231994768
6 8.362197853 38.77813156 0.566571522 0.51870031 0.77842859 6.498497431
7 11.99016736 32.27963413 0.592908968 0.519983307 0.901204511 9.976070577
8 17.50131543 22.30356355 0.624547391 0.520961953 1.04882225 15.30698384
9 25.8860189 6.996579713 0.662065047 0.521698951 1.226841033 23.47541387
10 31.17444383 0.651548248 0.706009144 0.522256754 1.441910129 28.50426781
11 31.71661759 0.055806882 0.706780062 0.522760913 1.611475083 28.87560153
12 31.9339405 0.004998902 0.706780062 0.522760913 1.799426506 28.90497302
13 32.14643465 4.74E-04 0.706780062 0.522760913 2.009298223 28.90759546
14 32.38104162 4.78E-05 0.706780062 0.522760913 2.243647811 28.90785283
15 32.64272384 5.12E-06 0.706780062 0.522760913 2.505330037 28.90785283
Combination3 Run3
round P1 P2 C1 C2 C3 C4
1 2.231029643 49.5 0.5 0.5 0.5 0.731029643
2 2.583599516 48.768992 0.5 0.501780269 0.513007293 1.068811954
3 3.108882504 47.70018005 0.5 0.507770673 0.538444448 1.562667384
4 3.877055982 46.13751266 0.5 0.515660461 0.576677913 2.284717608
5 4.994451824 43.85279505 0.5 0.524420261 0.629632071 3.340399493
6 6.617785226 40.51239556 0.5 0.533751049 0.700164351 4.883869825
7 8.976289078 35.62852574 0.5 0.543845672 0.791927905 7.140515501
8 12.39488542 28.48801024 0.5 0.554791291 0.900228467 10.43986567
9 17.35514809 18.04814457 0.5 0.566773266 1.024663313 15.26371151
10 24.56431451 2.784433057 0.5 0.579919492 1.167934659 22.31646036
11 25.91269106 0.254800491 0.5 0.594290508 1.333090582 23.48530997
12 26.21992317 0.023868532 0.5 0.608179162 1.519720447 23.59202356
13 26.45287494 0.002392231 0.5 0.621262799 1.729656041 23.6019561
14 26.70168815 2.58E-04 0.5 0.633442884 1.965293813 23.60295145
15 26.97700749 2.99E-05 0.5 0.644653634 2.229285922 23.60306793
16 27.2824533 3.74E-06 0.5 0.654847608 2.524537755 23.60306793
Combination4 Run4
round P1 P2 C1 C2 C3 C4
1 2.23409215 49.5 0.5 0.5 0.5 0.73409215
2 2.598307059 48.76590785 0.500748457 0.500631052 0.51384877 1.08307878
3 3.140891629 47.68282907 0.500748457 0.503568901 0.540013355 1.596560916
4 3.941364434 46.08626815 0.500748457 0.507464157 0.579692772 2.353459047
5 5.112791395 43.73280911 0.500748457 0.507964164 0.63489421 3.469184565
6 6.835171684 40.26362454 0.500748457 0.51154979 0.709024223 5.113849214
7 9.35782068 35.14977533 0.500748457 0.51749504 0.801367713 7.53820947
8 13.04128781 27.61156586 0.500748457 0.522517831 0.906120518 11.11190101
9 18.42681658 16.49966485 0.500748457 0.525870635 1.019345731 16.38085175
10 25.50132789 1.831989467 0.500748457 0.525870635 1.140256477 23.33445232
11 26.44719576 0.155666138 0.500748457 0.529751246 1.287529829 24.12916623
12 26.68674958 0.013643742 0.500748457 0.533636264 1.454323543 24.19804132
13 26.88559539 0.001272365 0.500748457 0.537546654 1.641638077 24.2056622
14 27.10163747 1.27E-04 0.500748457 0.54160641 1.851677307 24.2076053
15 27.34247021 1.35E-05 0.500748457 0.546193421 2.086989671 24.20853866
16 27.61005199 1.55E-06 0.500748457 0.550373803 2.350391061 24.20853866
Combination5 Run5
round P1 P2 C1 C2 C3 C4
1 2.227597171 49.5 0.5 0.5 0.5 0.727597171
2 2.574246954 48.77240283 0.500882595 0.500759617 0.513806188 1.058798554
3 3.086375989 47.71360428 0.502252822 0.501948796 0.540889658 1.541284714
4 3.834835334 46.17231956 0.503986658 0.503462218 0.582239235 2.245147224
5 4.923634773 43.92717234 0.505939318 0.505172266 0.639761321 3.272761868
6 6.503630372 40.65441047 0.507985724 0.506967844 0.716215288 4.772461516
7 8.780797545 35.88194895 0.510139361 0.508860068 0.802433114 6.959365002
8 12.06682694 28.92258395 0.512528811 0.510271478 0.899345002 10.14468165
9 16.81776049 18.7779023 0.515419289 0.511250901 1.008720956 14.78236934
10 23.69723869 3.995532962 0.518969757 0.511950949 1.13251247 21.53380552
11 25.67485386 0.364771131 0.523233865 0.512462896 1.272825245 23.36633186
12 25.98200217 0.032797935 0.523233865 0.51314853 1.42298039 23.52263938
13 26.16419667 0.003104534 0.523233865 0.513811203 1.590783017 23.53636858
14 26.35356645 3.12E-04 0.523233865 0.514429743 1.77823485 23.53766799
15 26.56363085 3.33E-05 0.523233865 0.514996136 1.987592509 23.53780834
16 26.79794546 3.80E-06 0.523233865 0.515509999 2.221393258 23.53780834
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