Microsoft Word - Python assignment.docx Python assignment: Write a Python code that executes the following tasks: • It reads a .txt file named “Bead trajectory.txt” that can be found in the ‘Final...

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Microsoft Word - Python assignment.docx Python assignment: Write a Python code that executes the following tasks: • It reads a .txt file named “Bead trajectory.txt” that can be found in the ‘Final Assignment’ section. The file contains the one dimensional trajectory of an optically trapped microsphere; i.e., two columns: [time, r-position]. The units are second and microns, respectively. • It asks for your date of birth (DOB); • It multiplies the second column by your DOB divided by 10^7 (e.g. if your DOB is 22/07/1995, then multiply by 2.2071995 or if your DOB is 02/12/1990, then multiply by 0.2121990). • It calculates the lag-times (?) for a finite set of timestamps within the explored time window: Where N is the number of points (i.e. the length) of the vectors in “Bead trajectory.txt” • It calculates the mean position of the particle and subtract it from the second column: • It calculates the variance (〈?!〉) of the new second column: Where �̅� is the mean value of r. • It calculates the normalised mean square displacement (NMSD, Π(?)) of the new second column as function of the lag-time: • It calculates the normalised position autocorrelation function (NPAF, ?(?)) of the new second column as function of the lag-time: • It exports/saves the calculated functions into a .cvs file; • Then you must draw a Log-Log plot of the NMSD versus lag-time and Lin-Log plot of the NPAF versus lag-time by using Microsoft Excel. Both the Python code and the excel file should be uploaded on Moodle.AAACGXicbVBNS8NAEN34WetX1KOXYBFaxJoVQS+C6MWTVLBWaGLYbDe6dLMJuxOhhPwML/4VLx4UxKOe/Dduaw5afTDw9r0ZduaFqeAaXPfTmpicmp6ZrcxV5xcWl5btldVLnWSKsjZNRKKuQqKZ4JK1gYNgV6liJA4F64T9k6HfuWNK80RewCBlfkxuJI84JWCkwN7xgGQBP/QiRWiOi7x+ts0bhaezOMDXuXkUdQhyucWLbQhkI7BrbtMdwflLcElqqEQrsN+9XkKzmEmggmjdxW4Kfk4UcCpYUfUyzVJC++SGdQ2VJGbaz0eHFc6mUXpOlChTEpyR+nMiJ7HWgzg0nTGBWz3uDcX/vG4G0YGfc5lmwCT9/ijKhAOJM0zJ6XHFKIiBIYQqbnZ16C0xEYHJsmpCwOMn/yWd3Sbea2J8vlc7Oi7zqKB1tIHqCKN9dIROUQu1EUX36BE9oxfrwXqyXq2379YJq5xZQ79gfXwBUAWfug== ⌧i = 1 (N � i) N�iX 1 (tn+i � tn) AAACDnicbZDLSgMxFIYz9VbrbdSlm2Ap1E2ZEUU3QtGNK6lgL9CpQybNtKFJZkgyQhnmCdz4Km5cKOLWtTvfxrSdhbb+EPj4zzmcnD+IGVXacb6twtLyyupacb20sbm1vWPv7rVUlEhMmjhikewESBFGBWlqqhnpxJIgHjDSDkZXk3r7gUhFI3GnxzHpcTQQNKQYaWP5dsULkExlduGFEuHUzdKbzFMJ9917Q7Kq/VRkR75ddmrOVHAR3BzKIFfDt7+8foQTToTGDCnVdZ1Y91IkNcWMZCUvUSRGeIQGpGtQIE5UL52ek8GKcfowjKR5QsOp+3siRVypMQ9MJ0d6qOZrE/O/WjfR4XkvpSJONBF4tihMGNQRnGQD+1QSrNnYAMKSmr9CPEQmF20SLJkQ3PmTF6F1XHNPa87tSbl+mcdRBAfgEFSBC85AHVyDBmgCDB7BM3gFb9aT9WK9Wx+z1oKVz+yDP7I+fwDlfpyh r̄ = 1 N NX 1 r(tn) 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 hr2i = 1 N NX 1 [r(tn)� r̄]2 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 ⇧(⌧i) = h[r(t+ ⌧i)� r(t)]2i 2hr2i = 1 2hr2i(N � i) N�iX 1 [r(tn+i)� r(tn)]2 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 A(⌧i) = hr(t)r(t+ ⌧i)i hr2i = 1 hr2i(N � i) N�iX 1 (r(tn)r(tn+i)) 0.001935-23.239903 0.003375-23.256878 0.004827-23.224855 0.006039-23.266582 0.007034-23.265385 0.008488-23.274565 0.010886-23.251727 0.012126-23.274893 0.013127-23.290958 0.014541-23.284321 0.015513-23.282875 0.016483-23.280722 0.017702-23.269917 0.018674-23.281155 0.019643-23.291301 0.022128-23.281367 0.023315-23.29584 0.024277-23.299161 0.025235-23.297454 0.026242-23.292647 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Answered 3 days AfterMar 25, 2021

Answer To: Microsoft Word - Python assignment.docx Python assignment: Write a Python code that executes the...

Vicky answered on Mar 29 2021
149 Votes
Lag_Time,NMSD,NPAF
0,0,0
2.87E-09,6.39E-08,0.239805155
5.77E-09,2.91E-07,0.479456064
8.19E-09,6.77E-07,0.719207878
1.02E-08,6.77E-07,0.959378848
1.31E-08,6.96E-07,1.199633142
1.79E-08,8.12E-07,1.43974742
2.03E-08,9.31E-07,1.679866039
2.23E-08,9.88E-07,1.920390559
2.52E-08,9.98E-07,2.161013422
2.71E-08,9.98E-07,2.401553779
2.90E-08,9.99E-07,2.642057934
3.15E-08,1.02E-06,2.882429263
3.34E-08,1.05E-06,3.12280602
3.53E-08,1.08E-06,3.363404524
4.03E-08,1.10E-06,3.604006178
4.27E-08,1.14E-06,3.844655658
4.46E-08,1.15E-06,4.085489937
4.65E-08,1.15E-06,4.326341855
4.85E-08,1.15E-06,4.56712743
5.04E-08,1.30E-06,4.807595107
5.23E-08,1.31E-06,5.047762101
5.48E-08,1.32E-06,5.287978906
5.78E-08,1.36E-06,5.528132331
6.16E-08,1.49E-06,5.768387259
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6.60E-08,1.54E-06,6.249058373
6.79E-08,1.64E-06,6.489353833
6.98E-08,1.65E-06,6.729798306
7.18E-08,1.68E-06,6.970052815
7.3
7E-08,1.70E-06,7.210275507
7.57E-08,1.74E-06,7.450458534
7.96E-08,1.86E-06,7.69075634
8.20E-08,1.87E-06,7.931236894
8.49E-08,2.04E-06,8.171940772
8.68E-08,2.04E-06,8.412981857
8.92E-08,2.04E-06,8.654073826
9.12E-08,2.05E-06,8.895231543
9.41E-08,2.09E-06,9.136581235
9.70E-08,2.25E-06,9.378336407
1.00E-07,2.25E-06,9.62035459
1.03E-07,2.25E-06,9.862309648
1.06E-07,2.27E-06,10.10431647
1.08E-07,2.32E-06,10.3462706
1.10E-07,2.40E-06,10.58787207
1.13E-07,2.41E-06,10.82933848
1.14E-07,2.75E-06,11.07046675
1.16E-07,2.80E-06,11.31104144
1.18E-07,2.80E-06,11.55143561
1.20E-07,2.82E-06,11.79188653
1.23E-07,2.82E-06,12.03245125
1.25E-07,2.88E-06,12.27286335
1.29E-07,3.52E-06,12.51254277
1.32E-07,3.53E-06,12.75162119
1.34E-07,3.54E-06,12.99056744
1.37E-07,3.54E-06,13.22944246
1.39E-07,3.66E-06,13.46856507
1.41E-07,3.66E-06,13.70795815
1.43E-07,3.70E-06,13.94751984
1.47E-07,3.73E-06,14.18710415
1.50E-07,4.00E-06,14.42621832
1.52E-07,4.03E-06,14.66509535
1.54E-07,4.03E-06,14.90408805
1.56E-07,4.03E-06,15.14310059
1.59E-07,4.14E-06,15.38236958
1.61E-07,4.16E-06,15.62196922
1.63E-07,4.16E-06,15.86162207
1.65E-07,4.16E-06,16.10121373
1.69E-07,4.31E-06,16.34052401
1.71E-07,4.32E-06,16.57952669
1.73E-07,4.32E-06,16.818543
1.75E-07,4.33E-06,17.05757819
1.77E-07,4.34E-06,17.29649642
1.80E-07,4.41E-06,17.53514514
1.82E-07,4.48E-06,17.7737766
1.83E-07,4.56E-06,18.01278006
1.88E-07,4.59E-06,18.25186865
1.91E-07,4.60E-06,18.49090596
1.93E-07,4.60E-06,18.73001542
1.95E-07,4.60E-06,18.96911522
1.97E-07,4.61E-06,19.20813131
1.98E-07,4.62E-06,19.44716553
2.00E-07,4.62E-06,19.68625296
2.03E-07,4.67E-06,19.92546062
2.05E-07,4.72E-06,20.16466625
2.07E-07,4.72E-06,20.40371785
2.09E-07,4.72E-06,20.64276549
2.13E-07,4.79E-06,20.8816273
2.15E-07,4.85E-06,21.12047798
2.18E-07,4.85E-06,21.35952112
2.21E-07,4.91E-06,21.59841432
2.23E-07,4.98E-06,21.83731762
2.25E-07,4.98E-06,22.07637322
2.27E-07,5.02E-06,22.31526478
2.29E-07,5.21E-06,22.5537194
2.34E-07,5.27E-06,22.7917076
2.37E-07,5.29E-06,23.02961428
2.40E-07,5.30E-06,23.26767158
2.42E-07,5.47E-06,23.50608361
2.44E-07,5.54E-06,23.74496654
2.46E-07,5.59E-06,23.9841878
2.49E-07,5.59E-06,24.22355997
2.50E-07,5.59E-06,24.46294604
2.55E-07,5.88E-06,24.70272061
2.58E-07,6.24E-06,24.9432877
2.61E-07,6.28E-06,25.18414219
2.63E-07,6.30E-06,25.42495851
2.65E-07,6.31E-06,25.66579269
2.66E-07,6.32E-06,25.90650322
2.68E-07,6.32E-06,26.14714622
2.71E-07,6.47E-06,26.3874983
2.73E-07,6.52E-06,26.62743196
2.77E-07,6.52E-06,26.86716766
2.79E-07,6.54E-06,27.1067683
2.82E-07,6.62E-06,27.34608254
2.84E-07,6.63E-06,27.58525234
2.86E-07,6.72E-06,27.82427202
2.88E-07,6.83E-06,28.06284962
2.90E-07,6.97E-06,28.3009397
2.92E-07,6.99E-06,28.53868211
2.94E-07,7.01E-06,28.77643099
2.96E-07,7.25E-06,29.01394829
3.00E-07,7.25E-06,29.25112793
3.03E-07,7.26E-06,29.48822171
3.05E-07,7.26E-06,29.72526368
3.07E-07,7.28E-06,29.96224097
3.09E-07,7.37E-06,30.19932104
3.11E-07,7.37E-06,30.43655264
3.14E-07,7.43E-06,30.67390746
3.19E-07,7.48E-06,30.91158457
3.22E-07,7.50E-06,31.14949449
3.25E-07,7.62E-06,31.38772534
3.28E-07,7.63E-06,31.62610576
3.30E-07,7.63E-06,31.86437891
3.32E-07,7.90E-06,32.10228076
3.34E-07,8.06E-06,32.33955023
3.35E-07,8.18E-06,32.57677449
3.38E-07,8.19E-06,32.81414973
3.41E-07,8.22E-06,33.05155912
3.44E-07,8.24E-06,33.28898287
3.46E-07,8.27E-06,33.5264232
3.48E-07,8.32E-06,33.76383773
3.50E-07,8.36E-06,34.00097174
3.52E-07,8.46E-06,34.23819021
3.54E-07,8.55E-06,34.47542294
3.56E-07,8.55E-06,34.71241992
3.61E-07,8.55E-06,34.94933508
3.63E-07,8.55E-06,35.18621428
3.65E-07,8.59E-06,35.42297831
3.67E-07,8.78E-06,35.6599116
3.69E-07,8.79E-06,35.89706672
3.71E-07,9.05E-06,36.13449227
3.73E-07,9.09E-06,36.372132
3.75E-07,9.22E-06,36.60939017
3.78E-07,9.38E-06,36.84668038
3.81E-07,9.45E-06,37.08406874
3.86E-07,9.45E-06,37.32130845
3.89E-07,9.62E-06,37.55885987
3.91E-07,9.67E-06,37.79684872
3.93E-07,9.68E-06,38.03492691
3.95E-07,9.69E-06,38.27300664
3.98E-07,9.69E-06,38.51112066
4.00E-07,9.70E-06,38.74913389
4.02E-07,9.70E-06,38.98711779
4.05E-07,9.70E-06,39.22516757
4.08E-07,9.72E-06,39.46315131
4.11E-07,9.72E-06,39.70102293
4.13E-07,9.79E-06,39.93905915
4.15E-07,9.86E-06,40.17709822
4.17E-07,9.91E-06,40.41480727
4.19E-07,1.00E-05,40.65214691
4.22E-07,1.00E-05,40.88923827
4.27E-07,1.00E-05,41.12617917
4.30E-07,1.01E-05,41.36293093
4.32E-07,1.01E-05,41.5997813
4.35E-07,1.01E-05,41.83690302
4.37E-07,1.01E-05,42.07416334
4.39E-07,1.02E-05,42.31128763
4.41E-07,1.02E-05,42.54812794
4.43E-07,1.02E-05,42.78487211
4.48E-07,1.03E-05,43.02175124
4.51E-07,1.03E-05,43.25873673
4.53E-07,1.03E-05,43.49582758
4.55E-07,1.03E-05,43.73296814
4.57E-07,1.03E-05,43.96997517
4.59E-07,1.03E-05,44.20688184
4.61E-07,1.03E-05,44.44387093
4.63E-07,1.04E-05,44.68077655
4.66E-07,1.05E-05,44.91769043
4.68E-07,1.05E-05,45.15486829
4.71E-07,1.05E-05,45.39203794
4.73E-07,1.08E-05,45.62947938
4.75E-07,1.08E-05,45.86742264
4.78E-07,1.10E-05,46.10522106
4.80E-07,1.11E-05,46.34288981
4.82E-07,1.11E-05,46.58069169
4.84E-07,1.11E-05,46.81829247
4.86E-07,1.12E-05,47.05591005
4.89E-07,1.12E-05,47.29373515
4.92E-07,1.13E-05,47.53136521
4.94E-07,1.13E-05,47.76867621
4.96E-07,1.14E-05,48.00599757
4.98E-07,1.14E-05,48.24330215
5.00E-07,1.15E-05,48.48025864
5.02E-07,1.16E-05,48.71713338
5.04E-07,1.16E-05,48.95432416
5.06E-07,1.17E-05,49.19152259
5.11E-07,1.17E-05,49.42848827
5.14E-07,1.17E-05,49.66544535
5.16E-07,1.19E-05,49.90278618
5.18E-07,1.19E-05,50.14044229
5.20E-07,1.19E-05,50.3779997
5.22E-07,1.19E-05,50.61545498
5.24E-07,1.20E-05,50.85305512
5.26E-07,1.20E-05,51.09085955
5.29E-07,1.20E-05,51.32855742
5.32E-07,1.20E-05,51.56616515
5.35E-07,1.21E-05,51.80403804
5.37E-07,1.21E-05,52.04215612
5.39E-07,1.21E-05,52.28022949
5.40E-07,1.22E-05,52.51843924
5.42E-07,1.22E-05,52.75689479
5.44E-07,1.23E-05,52.99551501
5.47E-07,1.23E-05,53.23436761
5.49E-07,1.23E-05,53.47324288
5.51E-07,1.25E-05,53.7117881
5.56E-07,1.25E-05,53.95011123
5.58E-07,1.25E-05,54.18835273
5.60E-07,1.26E-05,54.42659421
5.62E-07,1.26E-05,54.66488932
5.65E-07,1.27E-05,54.90283837
5.67E-07,1.27E-05,55.14048201
5.69E-07,1.27E-05,55.37809214
5.71E-07,1.27E-05,55.61562266
5.74E-07,1.27E-05,55.85298823
5.78E-07,1.28E-05,56.09022505
5.80E-07,1.28E-05,56.32726205
5.82E-07,1.28E-05,56.56404486
5.84E-07,1.29E-05,56.80096651
5.87E-07,1.30E-05,57.03829282
5.89E-07,1.30E-05,57.27571525
5.91E-07,1.30E-05,57.51308148
5.96E-07,1.31E-05,57.75023328
5.99E-07,1.32E-05,57.98739271
6.03E-07,1.33E-05,58.22458227
6.05E-07,1.34E-05,58.4617891
6.07E-07,1.34E-05,58.69918247
6.08E-07,1.34E-05,58.93657056
6.10E-07,1.34E-05,59.17397982
6.12E-07,1.34E-05,59.41132522
6.15E-07,1.34E-05,59.64866454
6.17E-07,1.36E-05,59.88575762
6.19E-07,1.36E-05,60.12259114
6.24E-07,1.36E-05,60.35945761
6.26E-07,1.36E-05,60.59623941
6.28E-07,1.36E-05,60.83289424
6.30E-07,1.37E-05,61.06953538
6.32E-07,1.37E-05,61.30606133
6.34E-07,1.37E-05,61.5425235
6.36E-07,1.39E-05,61.77935307
6.38E-07,1.39E-05,62.01641797
6.40E-07,1.39E-05,62.25356038
6.45E-07,1.39E-05,62.49074739
6.48E-07,1.41E-05,62.72811967
6.50E-07,1.42E-05,62.96598423
6.52E-07,1.42E-05,63.20413922
6.54E-07,1.43E-05,63.44251304
6.57E-07,1.43E-05,63.68108675
6.59E-07,1.44E-05,63.91949299
6.61E-07,1.44E-05,64.15763419
6.66E-07,1.44E-05,64.3957619
6.69E-07,1.44E-05,64.63382082
6.72E-07,1.44E-05,64.8718293
6.74E-07,1.44E-05,65.10974204
6.76E-07,1.45E-05,65.34735193
6.78E-07,1.46E-05,65.58501119
6.80E-07,1.46E-05,65.82295715
6.83E-07,1.46E-05,66.06106739
6.88E-07,1.46E-05,66.29922197
6.91E-07,1.46E-05,66.53733363
6.93E-07,1.47E-05,66.77526719
6.95E-07,1.47E-05,67.01284611
6.98E-07,1.48E-05,67.25015985
7.00E-07,1.48E-05,67.48718078
7.02E-07,1.52E-05,67.72438034
7.04E-07,1.52E-05,67.96205935
7.07E-07,1.52E-05,68.19991524
7.09E-07,1.52E-05,68.4378214
7.14E-07,1.52E-05,68.67576159
7.17E-07,1.52E-05,68.91374092
7.20E-07,1.52E-05,69.15158607
7.23E-07,1.54E-05,69.38902747
7.26E-07,1.54E-05,69.62618161
7.29E-07,1.55E-05,69.86348597
7.31E-07,1.56E-05,70.1011965
7.35E-07,1.59E-05,70.33951366
7.37E-07,1.59E-05,70.578061
7.40E-07,1.59E-05,70.81650502
7.43E-07,1.60E-05,71.05475169
7.46E-07,1.60E-05,71.29270091...
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