diff --git a/data/AMID-04_summary_motility_metrics.csv b/data/AMID-04_summary_motility_metrics.csv
new file mode 100644
index 0000000..88ba747
--- /dev/null
+++ b/data/AMID-04_summary_motility_metrics.csv
@@ -0,0 +1,246 @@
+total_time,total_distance,net_distance,max_sprint_length,confinement_ratio,mean_curvilinear_speed,mean_linear_speed,mean_angular_speed,num_rotations,num_direction_changes,pivot_rate,cell_count,experiment_ID,strain,substrate,position_in_tube,time_in_water,well_ID,slide_ID,timelapse_ID,pool_ID
+10.452090000000117,405.98848493311505,53.390511957332045,15.908358955301793,0.13150745387797863,38.84280416003981,5.108118276567791,4.1512055949602065,0.0,27,0.06650434926608359,3,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,1,2x2
+19.953990000000225,512.9932083531139,40.957943085979174,9.85200756934347,0.07984110202446612,25.70880352015352,2.052619204779531,2.376975939747592,1.0,31,0.06042964993536805,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,1,2x3
+10.70214000000012,478.44913431686496,68.66924395578305,14.37648961876198,0.14352464876716678,44.705931179825676,6.41640307039361,2.7813574795013127,2.0,21,0.04389181313910001,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,1,3x1
+19.953990000000225,925.3357597159218,76.35709360771727,14.874828668521246,0.08251825654199176,46.373470153884575,3.8266579069006457,2.660576951074606,1.0,33,0.03566273069370085,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,1,3x2
+19.953990000000225,938.6867718078544,14.939259430627878,15.94999865579939,0.015915063340943603,47.04255999967143,0.7486853221149108,2.696590329794467,0.0,41,0.043678041740203136,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,2,1x1
+17.6535300000002,655.7936787532183,37.23970963613209,14.594645371942534,0.05678570996129678,37.14801961722165,2.1094766676201115,4.0726524786046765,0.0,46,0.07014401250017273,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,2,2x0
+14.102820000000158,344.451583443226,91.57890408250375,8.01586370422256,0.2658687272302761,24.424305454031334,6.493659004546802,1.2649060416185631,0.0,9,0.02612849071568695,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,2,3x0
+12.352470000000139,641.9299497675552,59.371826223680856,18.983728432055216,0.09248957186867442,51.96774003640956,4.806474026950091,2.9048148424511644,0.0,20,0.031156047489670893,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,2,3x3
+15.25305000000017,758.3587176345513,57.10172479037338,17.600130062624117,0.07529645728670897,49.71849680126551,3.743626670755865,3.139872927810006,3.0,33,0.04351502690301044,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,3,1x2
+18.55371000000021,413.42676560770286,92.32247401343506,11.600220211624006,0.22331034585467324,22.282700635490055,4.975957585487432,4.158648332822323,3.0,49,0.1185215957848643,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,3,2x1
+15.15303000000017,576.5638284046968,57.40548646559321,13.902076120554568,0.09956484197843164,38.049408494848244,3.7883833441623604,2.2915218758609326,0.0,18,0.03121944026527726,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,3,2x2
+19.953990000000225,419.8583446881199,76.96833281854758,8.428111580705803,0.1833197643736755,21.04132279750141,3.8572903373484055,2.8661620823155842,2.0,40,0.0952702274613903,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,3,3x4
+19.953990000000225,1035.3780234824003,85.62065467387858,19.559607937710325,0.08269506666357593,51.888270139575525,4.290903958249834,3.455315090583781,3.0,42,0.040564894219733194,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,4,0x3
+11.702340000000131,653.5291372524609,23.82845151700137,17.32993486264047,0.036461192254074425,55.84602201375568,2.0362125452688185,2.0330431881959705,1.0,15,0.02295230487054082,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,5,3x1
+12.802560000000144,774.8865121944516,87.21207489868763,19.026341529439605,0.11254819063982166,60.52590358447396,6.81208093527284,2.402552620573212,1.0,17,0.021938696483252227,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,6,2x0
+13.752750000000153,693.4787769951221,80.05339223588288,16.8117369054533,0.11543740759127222,50.424735198059615,5.820900709740378,3.0661140580125577,0.0,26,0.03749213510564705,3,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,6,3x1
+19.953990000000225,469.8233648481745,7.684639918072383,9.165140760666077,0.016356444768462524,23.54533428392864,0.38511795977006585,8.419100455891082,14.0,103,0.21923132757197997,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,6,3x3
+10.752150000000121,509.2141963719501,23.723299073314223,14.429566017140417,0.04658805516880325,47.359290595085106,2.20637724299921,1.4883049918342097,1.0,11,0.02160191149102443,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,7,1x3
+14.902980000000166,887.1117845610552,15.072981048388423,19.426222343445943,0.016991072952374956,59.5257985021147,1.0114071848978026,2.925592559601897,1.0,29,0.032690355944656135,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,7,2x3
+19.953990000000225,219.91443219064365,6.168313683320635,3.606799469250376,0.028048698859260535,11.021075593935908,0.30912683043945427,3.042858598604981,9.0,39,0.1773417033684762,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,7,3x3
+18.353670000000207,731.5402296205139,54.38767792907202,13.757125373180315,0.07434680380774902,39.857980971680625,2.963313491474534,4.231056935085281,2.0,52,0.07108289864929913,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,7,4x1
+19.953990000000225,974.7339825053745,54.04955428360491,16.735920764449133,0.05545056933860095,48.84907642558523,2.708709099463531,2.8459812260914346,3.0,34,0.034881311835060116,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,8,0x0
+10.402080000000117,524.0351862522105,8.399865500102269,19.217120474518623,0.016029201321721052,50.3779230934779,0.8075178714355373,2.4428814752810064,1.0,10,0.019082688075810136,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,8,2x3
+12.902580000000144,613.4993501782769,93.3908347424166,16.342174134573384,0.15222646073753482,47.548579445217165,7.238151962042906,2.533264405165197,0.0,22,0.03585985868380629,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,8,2x3
+19.953990000000225,93.22713596154907,3.7362833522451457,5.084867845977058,0.04007720835472359,4.672104975573708,0.18724492456120825,7.206212169330151,5.0,81,0.8688457407230437,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,8,3x1
+19.903980000000224,774.6585663551459,83.85843430027585,14.816900058922187,0.10825212286083537,38.91978219206094,4.213149043571934,3.1286088688510527,1.0,35,0.045181195329290505,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,9,0x0
+13.952790000000157,542.9548114585328,51.04220108426205,14.753311113958716,0.09400819369690823,38.91370911900249,3.6582075043243303,4.691035961198717,0.0,47,0.08656337324600638,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,9,0x2
+17.8535700000002,782.8471900407403,94.47296921176921,15.367638002298804,0.120678684695608,43.84821579329689,5.291545008184254,2.5692620166306397,1.0,23,0.029379935564184695,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,9,2x3
+10.852170000000122,178.9941392532755,5.460216222260816,8.689976095572746,0.030505000024244628,16.493856920161914,0.5031451057494266,19.700974099930484,3.0,155,0.8659501403041808,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,10,0x2
+19.953990000000225,216.23695454651894,2.839649254781548,3.781326261954291,0.013132118239163675,10.836777734504052,0.14230984654104348,5.263100360737065,16.0,66,0.3052207248220445,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,10,2x2
+19.953990000000225,422.43688087313,29.854081434927775,7.278223178974599,0.07067110564120896,21.170546886769277,1.4961459555170389,2.020474391478436,1.0,23,0.05444600374962896,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,10,2x4
+11.352270000000127,43.24384640685448,4.6208632531687766,4.25625864775234,0.10685597228548879,3.8092686666943263,0.4070431070762698,14.58713649204097,3.0,100,2.3124677453333393,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,10,3x4
+19.953990000000225,1075.8742282204832,71.96158759562587,20.146023379244753,0.066886617141719,53.91774919304215,3.6063758474182386,3.640328905125686,6.0,43,0.03996749701042921,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,11,2x2
+12.702540000000143,96.07187623745924,20.64904257358745,4.040959440937581,0.2149332706124065,7.563202023961991,1.6255837473125232,7.948998547480876,2.0,67,0.6973945198530028,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,12,0x2
+19.953990000000225,443.6606252392495,73.88734420704371,7.42448721771882,0.16654023369145965,22.234180995342008,3.702885698902469,1.9921336773778922,1.0,34,0.07663515323602377,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,12,3x1
+19.953990000000225,271.80945415397576,5.439581413518082,4.518872365236405,0.02001248054615733,13.621809680869475,0.27260620124185797,6.423817248361183,20.0,82,0.3016819273458689,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,12,3x3
+14.752950000000165,592.7537573464213,18.260530430698307,13.191573190227189,0.030806266859353473,40.17865968137997,1.2377545121957372,2.1439830931170847,0.0,21,0.035427864842241794,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,13,1x2
+13.902780000000156,142.12571675352223,88.9261784740753,3.7968276807670946,0.6256867546940373,10.222827143457685,6.3962875391881555,0.8644154598241072,0.0,4,0.028144097291955224,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,13,1x3
+17.6535300000002,568.3951218028112,86.70559101485956,15.336420467427985,0.15254457276102318,32.19725017052141,4.911515771341969,4.889278491239377,2.0,56,0.09852301304483685,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,13,3x1
+19.953990000000225,380.596463839408,56.401457513880366,6.8526744804961055,0.14819227941560398,19.073702243982467,2.8265754124302824,1.175311252639421,1.0,19,0.049921640911558804,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,14,2x3
+19.953990000000225,837.4525893725934,69.6604659549705,14.406166326385247,0.08318138464072224,41.969179566221285,3.491054468553393,3.7009689604720992,0.0,40,0.04776389792999194,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,15,2x0
+19.953990000000225,59.535752788786866,14.95581395278359,1.4227018759584666,0.25120727045884284,2.983651529783577,0.7495149567972832,3.1399295336469724,2.0,40,0.6718651923644394,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,15,2x1
+12.852570000000144,512.1775963907858,17.11894678244493,17.708333257089294,0.033423849272359356,39.85020866572056,1.3319473679151126,5.249267457507279,1.0,48,0.09371749240545957,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,15,2x2
+19.953990000000225,92.00065852378492,49.46366389528687,1.8072651689043298,0.537644672211765,4.610639702825544,2.4788858717121895,2.4810762854117074,0.0,34,0.36956257211148097,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,16,3x2
+14.352870000000161,743.1484012354554,55.077075971490196,16.565261472380712,0.07411315947114559,51.776989635901884,3.837356289821449,3.0090233716304735,2.0,31,0.04171441390234266,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,16,4x1
+19.953990000000225,309.72567594496184,4.226573628609729,6.297946473853585,0.013646184210316454,15.52199214016637,0.21181596405579442,7.2352974207802205,22.0,93,0.3002657100231047,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,17,0x2
+19.953990000000225,121.68054170616729,6.380261633198255,5.646720533369582,0.05243452686630237,6.098055662359554,0.3197486634601993,4.172067188989728,7.0,59,0.4848762108774342,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,17,0x2
+19.953990000000225,226.9585686869616,70.31152579857037,6.161194946312008,0.309798947910838,11.374094538834541,3.5236825215693495,2.286206915673642,0.0,24,0.10574617269948777,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,17,2x2
+19.953990000000225,457.91859766737105,70.72656036557882,13.249405001486139,0.15445225576305183,22.948723421599684,3.544482099348452,7.118366568288516,1.0,97,0.2118280421326328,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,17,2x3
+10.752150000000121,489.77079075179824,37.72859436293614,17.041464827732284,0.07703316546301739,45.55096336563317,3.508934897944664,2.6868642717704825,1.0,18,0.03675188545313206,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,17,3x3
+18.90378000000021,395.5059858925228,47.274566182033524,15.99420301569836,0.11952933171251724,20.922058228170155,2.500799638063551,10.188074849336797,14.0,119,0.30088040192731186,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,18,1x0
+19.953990000000225,891.3540956472241,55.65144975710059,16.630274398063534,0.06243472715149341,44.67046919674782,2.788988556028141,2.9578857679984685,0.0,34,0.0381442124583633,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,18,1x3
+15.10302000000017,351.394120042651,53.81560822224463,11.789245212942681,0.15314885808479856,23.266480481562436,3.5632349174035407,4.030308800435059,0.0,38,0.10814068259135266,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,19,0x0
+17.453490000000194,664.0161075521648,73.18530938809351,15.359330635198496,0.11021616577628594,38.04489002211921,4.193161905618458,3.5121600845008967,1.0,39,0.05873351498018619,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,19,1x2
+14.502900000000162,847.6577880287226,86.993833278298,18.2297629199974,0.10262848345982546,58.44746830142338,5.998375033841302,2.5955421391682343,3.0,25,0.029493034044008434,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,19,1x3
+12.152430000000136,664.712569445714,95.37946807214666,19.994285048326574,0.14348979161275835,54.69791386954763,7.848592262793993,2.59007228998763,1.0,18,0.0270793735930249,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,19,2x1
+19.953990000000225,342.09721033772695,34.44576535196347,6.77537360024624,0.10068999194105602,17.144300981293622,1.7262595276414936,2.4252323882326916,0.0,33,0.096463809124376,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,20,1x2
+14.25285000000016,107.81358781848954,49.83806285168176,3.0560584907827604,0.46226142604202214,7.564352941235495,3.4967085777006846,3.2687529931137536,3.0,26,0.24115698703740865,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,20,1x2
+19.953990000000225,1098.4343742493315,69.28639125228754,17.00055234303943,0.06307740623980178,55.04835745879993,3.4723076062625453,2.370688650408043,2.0,33,0.030042759743887433,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,20,1x3
+15.20304000000017,181.73232440203947,3.879936176478774,9.507881584420012,0.0213497306505327,11.953683237170818,0.2552079173953848,21.521318507228766,9.0,198,1.0895144859423698,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,20,2x0
+10.552110000000118,381.0936930244126,6.533500492400813,13.95140295132876,0.017144079295960117,36.11540185085337,0.6191653131364949,3.5439871878511777,0.0,24,0.06297663918164759,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,20,3x3
+10.052010000000113,346.2407841109881,26.328765521978536,14.925897460584508,0.07604177996991482,34.4449303284601,2.6192538131158085,4.482957230051897,2.0,27,0.07798041489920235,3,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,21,1x1
+18.65373000000021,716.5689252514736,15.742912159089794,20.179061531577588,0.021969850497724215,38.4142434382542,0.8439551853216283,4.450708559486938,3.0,52,0.07256803660827331,3,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,21,1x1
+11.852370000000134,664.3163995365734,88.23476253545165,17.18910160190069,0.13282038889451495,56.04924580793258,7.444482625453867,2.3094740566986127,2.0,15,0.022579602145098313,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,21,1x2
+19.953990000000225,632.5711663636689,15.817571309293227,12.001246525552347,0.025005204394978085,31.70148759038477,0.7927021768224324,5.270723529436664,0.0,62,0.09801268742046303,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,21,2x1
+17.8535700000002,586.981957308124,80.08104058931255,15.803990448199322,0.13642845336603024,32.8775677530106,4.485435718980106,3.5083291645203527,0.0,39,0.06644156522093533,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,21,2x1
+19.953990000000225,187.3947255029208,59.72069291431585,3.770803551632021,0.31868929477091934,9.391341055243522,2.9929198578487397,3.049004497771461,2.0,41,0.21878950909619363,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,21,2x2
+10.552110000000118,569.0345296889841,82.32575063730103,18.82709416366501,0.1446761951024266,53.926137017997135,7.801828320335943,2.737348270346506,0.0,15,0.026360438984605234,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,21,2x3
+11.402280000000127,326.5929459068589,3.4688312312266403,10.299485164232365,0.010621268079121086,28.642775471822766,0.30422259681630354,8.372629876690317,14.0,62,0.18983876038058026,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,21,3x3
+18.253650000000206,497.79885983855206,65.80747051424966,14.986900924820418,0.1321969088792059,27.27119561504392,3.6051677617489606,6.462527420159899,7.0,80,0.1607074793741912,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,22,2x3
+14.702940000000165,847.2952628414055,67.40823580869494,19.653270059212446,0.07955696056017279,57.62760800502457,4.584677337232838,2.4056175221120206,1.0,23,0.027145200744861334,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,23,0x0
+12.152430000000136,524.1908283748553,71.19908141629351,14.249864113499314,0.1358266447298047,43.1346511253181,5.858834933942653,2.7667792507608806,1.0,18,0.03433863971982352,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,23,1x1
+19.953990000000225,826.6336290649026,66.73033253929172,12.78005877367221,0.08072540263668905,41.42698423046686,3.3442099820282043,2.256316832793498,2.0,35,0.04234040180483874,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,23,3x2
+13.152630000000148,298.1742117661844,43.927201531219126,8.138518605106299,0.14732059245172074,22.67031093904269,3.3398036386044945,2.4968043588563966,0.0,23,0.07713611403133558,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,24,0x0
+10.952190000000122,220.18548693006932,48.26155839158935,6.744521631363028,0.21918591940129628,20.104242798021843,4.406566941551307,3.4438564718541187,0.0,25,0.11354063498263159,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,24,2x1
+12.152430000000136,498.76422366093163,7.611216299035828,15.967504633913904,0.015260148859854996,41.04234491874679,0.6263122930175893,2.4467868043826666,0.0,14,0.028069374938803623,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,24,2x3
+19.853970000000224,129.8100702003969,13.646734985709111,2.674487729619102,0.10512847704836528,6.538242487542563,0.6873554752882651,6.293929330418179,18.0,78,0.6008778816588416,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,24,3x0
+16.653330000000185,585.3621967096335,14.823668101831927,13.093468041382852,0.025323924546472115,35.149858719524985,0.8901323700324056,4.178572893267993,0.0,45,0.076875480263243,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,24,3x3
+19.953990000000225,960.0108495617876,30.66553144981901,15.803269959914473,0.03194290092014771,48.11122234509373,1.5368120085165256,1.677167286630145,3.0,25,0.026041372356793314,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,25,1x0
+14.852970000000166,845.9404181504331,52.70844621952324,18.45060535998813,0.062307516095241273,56.95429386516122,3.5486805816966336,2.252209254989313,3.0,24,0.028370792416413534,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,26,0x1
+19.953990000000225,1378.0494993435605,79.25722306785569,20.941349064347605,0.057514061073720646,69.0613506042423,3.971998736486026,2.3302048042208496,5.0,29,0.021044236809936268,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,26,2x2
+19.953990000000225,390.17685753216665,45.59898774018863,6.982853922947129,0.11686748421881837,19.553826454366384,2.2852065045731766,1.9059041068996543,1.0,21,0.05382174671461322,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,26,2x3
+19.953990000000225,249.5160477923913,4.301997121254854,5.413059971751736,0.01724136447061037,12.504569150951188,0.21559583427950027,9.330444811126238,26.0,119,0.4769232322043407,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,0x1
+19.953990000000225,1028.1998374926225,10.696073433401212,15.913572124324446,0.010402718463255892,51.52853326540762,0.5360368243845512,2.69533776887757,3.0,28,0.027232060324266397,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,0x3
+11.60232000000013,831.1968646943951,71.2676107975571,19.968624275419188,0.08574095238407806,71.64057401402356,6.142531045304413,1.9696786732477205,3.0,17,0.020452435183631695,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,1x0
+13.152630000000148,396.31394376771885,28.513863277888877,13.956361855729739,0.0719476660518434,30.131916108619677,2.167921037685129,7.1593800794962466,8.0,62,0.15644163162812774,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,1x1
+19.953990000000225,175.95621416579007,70.0823609009991,11.333945047817437,0.3982943213074922,8.818096739839405,3.5121978562181457,2.373250811166984,1.0,25,0.14208080185474106,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,1x2
+11.352270000000127,674.3633409459683,57.086369697679714,19.337544893316988,0.08465224342948621,59.40339165171025,5.028630370637686,3.0934459018714766,2.0,19,0.02817472250693166,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,1x2
+16.303260000000183,1015.7117594704539,68.53788898023636,19.285099065479756,0.06747769565646154,62.30114464655796,4.203937677509626,1.9294450978391924,0.0,27,0.026582344595553937,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,1x3
+19.953990000000225,299.8042580912198,70.22205377460239,5.191533293886124,0.23422633895091743,15.02477740498098,3.519198605121161,2.077774593229451,0.0,25,0.0833877415856895,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,2x0
+19.953990000000225,715.9400337488682,74.13971122822932,12.556142205509161,0.10355575569648261,35.87954257513711,3.7155331454124454,2.1807142321420496,2.0,21,0.029332065550291903,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,2x1
+19.953990000000225,396.40658951610953,18.282028686888307,9.75277660356057,0.04611938643402734,19.866031280766656,0.9162091735481526,3.3310366251698524,1.0,39,0.09838383374909837,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,2x2
+19.953990000000225,113.4284893199341,34.32320345335251,9.384237752396828,0.30259773059783224,5.684501662070233,1.7201173025220582,5.06460898461291,0.0,69,0.6083127829145286,2,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,2x3
+19.953990000000225,1317.6549017626712,44.35610468400326,19.963757501097973,0.03366291479253529,66.03465781844415,2.22291905949651,2.344897656665401,3.0,28,0.02124987351585264,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,3x1
+19.953990000000225,410.8055501041621,31.44849564295382,13.24547393400087,0.07655323944620485,20.587639369577587,1.5760504862913867,6.891886449447464,5.0,89,0.2166475111580979,3,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,3x2
+19.953990000000225,268.8584387128791,3.851732369790185,7.497727519801089,0.01432624688378686,13.47391868557998,0.19303068558168773,7.9330044606452095,8.0,108,0.4016983826769001,3,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,3x2
+17.303460000000193,774.1412220835425,11.393441020784437,15.189214312253512,0.014717522715196399,44.73909969933955,0.6584487160824661,2.9988529998004543,3.0,40,0.05167015895671209,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,27,3x3
+13.602720000000152,340.3183079600442,54.41241384286543,10.41514931749227,0.1598868252755119,25.018401316798432,4.0001127600115876,1.6667298042197791,0.0,15,0.04407638275446853,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,28,0x0
+13.652730000000153,465.19429774139087,54.12960365649423,14.221322635279389,0.11635912976428135,34.073353661969854,3.964745780257401,1.894183171201699,2.0,18,0.03869350954513741,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,28,0x1
+19.953990000000225,334.1218237194459,47.422161693087084,6.224482230419142,0.1419307519789738,16.744612166260588,2.376575396353639,1.306454183883015,2.0,18,0.05387256599890395,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,28,0x2
+16.353270000000183,1024.8769644218355,49.33986218604869,18.34289712365228,0.04814222965181271,62.67107217222146,3.0171251490404143,1.9250361152965176,3.0,20,0.019514537543813968,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,28,0x3
+14.602920000000164,495.1372773388184,82.24922906229703,13.744410108564963,0.16611399065801816,33.90673080033396,5.6323823634106125,3.1911120117213767,0.0,32,0.06462854134511602,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,28,2x1
+19.953990000000225,276.54666545536264,9.801598144133395,4.830936463729955,0.03544283612313333,13.859216400096399,0.4912099356636585,1.5777794806785415,1.0,30,0.10848078732246473,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,28,2x2
+19.953990000000225,350.18222525644916,13.929839209110378,6.433030678291686,0.03977883000460441,17.549483850420152,0.6980979347544136,9.594934511975094,30.0,122,0.348390041529537,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,28,2x3
+19.953990000000225,931.8288406850767,44.462179852587575,16.731677122848566,0.04771496428453445,46.69887279110925,2.2282350473557955,4.061753625148726,3.0,53,0.0568773981722165,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,28,3x1
+19.953990000000225,406.69296910167577,23.372592930800394,9.233481907487032,0.057469872130877925,20.381536179063495,1.1713242780416413,4.8199776251161195,1.0,61,0.14999029890961704,1,AMID-04,cc1373,pools,top,21,NA,S1-Cs3-T,28,3x2
+10.952190000000122,404.7163697619387,42.765079285873725,12.655636258844083,0.10566678909239302,36.95300846332416,3.9047057516234878,5.94806920037141,1.0,41,0.10130551433863898,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,1,0x3
+10.452090000000117,159.5071485044935,91.69226337467597,5.664730077951745,0.5748473609763822,15.260789804191479,8.77262474535475,2.55680951042117,0.0,19,0.11911691844622718,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,1,2x1
+12.202440000000136,172.7850603515247,33.488932218679764,6.682110032932645,0.19381844790601568,14.159877889301056,2.7444455550430398,7.798913184551416,10.0,61,0.35303978177220763,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,1,3x3
+19.953990000000225,549.7075878753517,47.39121697293258,14.515503635882084,0.08621168420851183,27.548755305347225,2.3750245927221596,3.5947364161009236,0.0,49,0.08913830021773492,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,4,2x1
+10.752150000000121,448.2238289063546,38.500890063044935,16.83534938851318,0.08589657126660429,41.686902517761524,3.5807619930008885,6.754158890503495,0.0,46,0.10262729697400934,2,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,7,1x3
+18.70374000000021,270.6255494082923,7.130233048426314,7.77221778638193,0.026347227983522518,14.469060701671925,0.3812196410143765,4.551846270862388,0.0,54,0.19953770114487712,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,7,1x4
+11.45229000000013,250.72826986682642,97.26392943638649,7.551766852905708,0.3879256594720968,21.89328683318564,8.492967732775313,4.490544405848078,3.0,36,0.14358173499590332,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,9,0x3
+19.953990000000225,674.6734409074772,5.781924731434279,13.298681630249064,0.00856996048882143,33.81145529828719,0.2897628359758732,2.9459472868283205,1.0,41,0.06077014080301202,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,10,3x0
+19.953990000000225,138.62038075769652,14.012476874842191,3.4282322995126293,0.10108525743653453,6.947000612794482,0.7022393453560933,4.491505306878349,0.0,57,0.41119494614312135,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,11,0x0
+14.002800000000157,432.2418436888397,7.340008981273924,11.769974515970247,0.016981255027585476,30.868243757593827,0.5241815195013741,5.373061192955617,10.0,47,0.1087354236667428,3,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,11,2x0
+12.252450000000138,168.9718437993103,14.324789238534633,6.240696472261348,0.08477619061521481,13.790861729638431,1.1691367227398988,5.669191009315123,0.0,41,0.242643975931849,3,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,11,2x0
+16.653330000000185,309.7962233264883,71.3229523372957,8.957432947128996,0.2302253770928957,18.602659247518957,4.282804240190695,2.4004712402973745,0.0,29,0.09360992102682109,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,14,2x1
+19.953990000000225,520.6130329045096,85.69181901275287,12.19797201076807,0.1645979136071117,26.090673239011533,4.294470379746201,2.1237000460807223,1.0,27,0.05186193639710959,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,14,3x2
+18.85377000000021,479.0055963034731,14.9425985421666,17.75059428903893,0.031195039593440874,25.4063561984403,0.7925522875354072,6.162294757016823,9.0,72,0.15031139626682885,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,15,1x0
+19.953990000000225,544.931396522631,25.606952377802745,11.416508718411364,0.0469911488697629,27.309395089534714,1.2832998501954975,2.2471641517742817,0.0,22,0.04037205442811431,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,15,2x0
+19.953990000000225,247.5637185052175,42.94067702672859,6.933774041149093,0.17345302973312546,12.406727602109388,2.151984491659468,4.806566344030257,3.0,62,0.2504405749532047,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,16,1x0
+11.55231000000013,324.50516866432156,49.35907099175072,9.99976694301111,0.15210565426404443,28.09006758512522,4.272658108356698,3.4430425381388003,2.0,27,0.08320360538826935,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,16,1x3
+19.953990000000225,623.4379936805906,69.17956851227848,14.777115023926399,0.11096463355379273,31.243775990695774,3.466954153644344,2.46737201830936,2.0,38,0.0609523326861416,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,16,3x0
+13.702740000000153,482.8549683079734,21.80559746332596,12.137226411784127,0.04515972475076194,35.237840629535995,1.5913311836410613,1.962498314793699,1.0,17,0.03520725914775531,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,16,3x1
+19.953990000000225,572.1075015815667,27.476086309597363,22.61049703522241,0.04802608991079631,28.671333481752782,1.3769720396570837,9.764828656079043,9.0,125,0.2184904054822614,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,17,2x1
+13.552710000000152,783.5895122673742,4.52698693950677,17.35720809365796,0.005777242891380206,57.81792071603136,0.33402817145107655,2.0339382612660595,2.0,13,0.016590319033729203,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,18,1x2
+19.953990000000225,648.86187756077,68.71639179428519,13.570487591729801,0.10590295742540284,32.5179013100018,3.443741917996572,4.873559176883391,2.0,65,0.10017540288289219,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,18,2x0
+11.402280000000127,557.9670474967425,36.772037827751,16.099748534041737,0.06590360128384765,48.93469091240841,3.2249723588396875,3.0801268144503204,0.0,22,0.039428851755136024,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,19,1x0
+19.953990000000225,242.49114296684928,19.112712719264735,5.951325336878853,0.07881818892609045,12.152514006815005,0.9578391449161054,5.659606790191021,0.0,67,0.27629875128742126,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,19,1x3
+10.70214000000012,620.7622715297198,61.862807971427785,18.943976077214693,0.09965619820769991,58.00356485055445,5.780414755500029,2.253387853591657,0.0,13,0.020941994377275244,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,19,3x2
+10.602120000000118,394.03559508132,95.75391917778911,15.395364538212874,0.24300829765906726,37.165736200053914,9.031582285221074,5.195632832231434,0.0,33,0.0837487790746152,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,20,0x0
+15.05301000000017,279.60014163354947,52.21406256557515,7.274980951367695,0.18674547967149505,18.574367627042452,3.468679192106732,2.6120104450891986,0.0,30,0.10729608298739243,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,20,1x2
+19.953990000000225,449.4307758042132,24.87856690775071,7.325368882513629,0.05535572605866366,22.523353765548052,1.2467966009680485,1.611503309661715,1.0,29,0.06452606621811176,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,23,0x3
+19.953990000000225,128.8618624414282,11.422101818039511,5.230495046036321,0.08863834187738222,6.4579496352071315,0.5724219475924055,14.216084820386172,12.0,191,1.482207352751987,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,23,2x3
+19.953990000000225,523.6517602483034,67.92288092047544,9.47187840769531,0.12971002119474973,26.242959941760894,3.4039748902587736,1.43484213457698,0.0,19,0.036283655364761205,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,23,3x1
+19.953990000000225,333.7691959999127,77.79660631467551,8.86711099806606,0.23308503974313993,16.726940125754748,3.898799503992667,3.015757031249241,0.0,38,0.1138511296291403,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,25,1x2
+19.953990000000225,285.1014609018225,1.7246574621358242,10.267616326760873,0.006049276130260612,14.287942456712633,0.0864317092539289,14.45347525281645,1.0,196,0.6874745551286197,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,25,2x0
+17.403480000000194,319.0338819864028,66.2351075364374,11.523818628649963,0.20761151487747104,18.331614251080772,3.805854204816316,4.7733316426798,1.0,54,0.1692610191236725,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,25,3x1
+10.202040000000114,76.39689284618973,0.4426006351743958,5.2717462367497205,0.005793437647594988,7.488393776753362,0.04338354242625895,19.725539821030914,3.0,122,1.5969235849110153,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,26,0x3
+19.953990000000225,144.2123294395032,9.424480069904234,6.89580497604905,0.06535141694564878,7.227242743907438,0.47231055392450977,13.34247946257738,7.0,170,1.1788173775482538,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,26,1x2
+15.30306000000017,425.0560604726229,51.66345737733292,13.494851126246981,0.12154504354058132,27.77588668361871,3.3760213563386894,5.696325571748325,0.0,59,0.13880522003238224,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,26,2x2
+12.702540000000143,268.22061771759127,35.92378637391395,8.216700700969966,0.1339337247061969,21.115510576434968,2.82807898057503,1.6581887262074702,0.0,9,0.03355446749987011,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,26,3x2
+15.853170000000178,435.69806942207174,64.17471202249939,16.48180620721172,0.14729170617538753,27.483340519408223,4.048068116502798,3.701060095713145,0.0,36,0.08262602597195787,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,27,0x1
+19.953990000000225,137.39117609336364,6.585998965780428,5.997708442854389,0.04793611317006951,6.885398664295316,0.3300592495927057,11.608693563671235,5.0,152,1.1063301466806645,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,27,1x0
+19.953990000000225,269.6548008093347,23.380524606699673,6.0496528222192225,0.08670538976693903,13.513828603168172,1.1717217762813057,3.848320648130145,0.0,48,0.17800536039385945,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,27,1x1
+19.953990000000225,652.1986354142036,34.02599283121281,16.82390187858806,0.052171211320617535,32.68512389823771,1.7052225059355262,4.268689222513198,2.0,53,0.08126358615629474,1,AMID-04,cc1373,pools,middle,21,NA,S2-Cs3-M,28,1x2
+12.052410000000135,383.77701841391945,46.12691504152507,12.327398036293204,0.12019196780505309,31.842346751721454,3.8271943156202415,4.739750446307959,0.0,45,0.11725558811722706,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,1,3x0
+19.953990000000225,212.11662464668808,57.029161315804814,7.829469449383737,0.26885757498166585,10.630286205750615,2.858032970639164,4.896504467747203,1.0,55,0.2592913218924293,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,2,1x2
+12.45249000000014,319.6899776650173,20.651074532814096,14.303415078058663,0.06459719095245782,25.672775297552032,1.6583891681755107,3.6191024678884536,0.0,34,0.10635303692762751,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,2,2x0
+19.853970000000224,853.4168610665884,7.83307608630229,15.806801511130487,0.009178487610981369,42.98469580978407,0.3945344979519059,6.171293473779757,18.0,81,0.09491258457064856,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,2,3x2
+11.902380000000134,385.34024254628594,31.55154594600911,14.571564784609883,0.08187970645764887,32.37505797548739,2.6508602435822715,4.943393497246918,3.0,37,0.09601903957787557,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,3,1x2
+19.953990000000225,123.46769059490954,13.795188874254498,4.277872210841565,0.11173116471025385,6.187619147594448,0.6913498941441958,11.963767766100887,1.0,142,1.1500984534155896,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,3,1x3
+14.502900000000162,221.89662849645893,73.28561035995217,5.735398311490755,0.33026914765008103,15.30015572723086,5.053169390946042,2.624105986708827,0.0,15,0.0675990442109821,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,3,2x2
+19.953990000000225,881.3185025573183,65.66268432466154,15.819460901738495,0.0745050559294153,44.16753253646556,3.2907044818936364,3.355308442509925,4.0,41,0.04652120644356208,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,4,0x3
+12.45249000000014,719.5463966607232,84.06655967939686,20.012948214558463,0.11683271581865136,57.78333463112318,6.750983914012051,2.4103371507390077,0.0,21,0.029185053385656537,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,4,1x2
+17.203440000000192,950.1622903040877,25.61220339554767,16.9349977043463,0.026955609222663216,55.23094743284349,1.4887838359971834,2.137402862016013,3.0,17,0.01789168037237024,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,4,1x2
+18.65373000000021,901.3342669700041,53.38980897887669,19.732483465509233,0.05923419416678349,48.319251268780775,2.8621519116485596,4.22682944287732,4.0,49,0.05436384901322152,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,5,0x2
+19.953990000000225,386.96935297899745,48.42950666756899,11.053524511931315,0.12515075494931371,19.393081432785777,2.4270587821066583,8.152032698137067,8.0,104,0.2687551331891767,3,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,7,0x2
+10.202040000000114,400.0304250612412,83.86002934383598,14.483297927601086,0.20963412803163092,39.210826958259005,8.219927518793794,2.377192359579545,0.0,13,0.03249752815178949,3,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,7,0x2
+19.953990000000225,229.81966170432327,47.80748228020831,4.766269231587557,0.2080217241887489,11.517479045760806,2.3958858494069495,2.325986121000447,0.0,30,0.1305371341055962,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,7,1x3
+16.80336000000019,410.38735397459016,30.766688832623,11.456158942474275,0.07496987549603679,24.422934102142996,1.8309843288855712,4.201989372561754,1.0,40,0.09746889033641293,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,7,2x2
+10.402080000000117,203.00673932426227,58.5672885652684,13.178283002827044,0.28849923288368756,19.515975586061632,5.630343985555556,3.8814871359252017,0.0,24,0.11822267615295691,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,7,2x3
+14.20284000000016,506.4647374332534,21.541431343787675,13.834257805037055,0.04253293418404397,35.65939892537321,1.5166988675354671,4.124358533112038,1.0,35,0.06910648938241752,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,7,2x4
+19.953990000000225,456.2717905969015,65.67851124233306,8.79916697408811,0.14394602646026278,22.866193207318254,3.291497652466114,3.398461805532787,2.0,39,0.08547536973298223,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,8,0x1
+17.8035600000002,688.4472814451786,87.92079381364121,14.664309328152761,0.1277088256185414,38.66907974838577,4.938382762416069,2.9781449544683336,1.0,36,0.052291585674402424,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,8,1x1
+16.95339000000019,430.3856138760398,83.70636797020171,13.85970846879826,0.1944915565749159,25.38640436373109,4.937441300542297,2.46461830695832,0.0,28,0.06505793664391532,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,8,1x3
+14.002800000000157,424.0854060124577,32.57366079537015,12.764184766490928,0.07680920006573695,30.28575756366248,2.3262248118497575,3.1677570270822932,1.0,21,0.04951832744601241,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,8,2x2
+14.002800000000157,692.7586642800725,92.21511702712674,16.616511055081332,0.13311290321133462,49.472867160858165,6.585476977970528,2.833257909329641,1.0,28,0.040418115923671796,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,8,2x3
+12.802560000000144,775.3551053381926,14.81814648815489,18.974600993955757,0.019111432150422925,60.56250510352491,1.1574362071456585,2.283193096848671,2.0,22,0.028374095751138556,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,8,3x1
+12.302460000000139,192.10529397803475,69.54666603846258,8.357229940397016,0.3620236829413692,15.61519354487091,5.653069876956462,4.988312183725791,4.0,39,0.20301366605992258,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,8,3x2
+19.953990000000225,606.0915449797673,57.953131789473694,11.673604665060509,0.09561778623954952,30.374453679678123,2.904338019086561,2.8655314600010744,0.0,35,0.057747052058230545,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,8,3x3
+17.10342000000019,1019.4475292273062,15.115857590644655,17.555385513285017,0.014827499363406936,59.60489359597641,0.8837915218502782,2.2108475234417746,3.0,24,0.023542163095133385,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,9,0x0
+10.402080000000117,633.1657674952378,76.05441747403489,18.818277395472194,0.12011770278564045,60.86914996762481,7.311462464625732,2.4947410653014583,0.0,17,0.026849208963477107,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,9,0x2
+10.302060000000116,488.60280568871866,68.05809411167616,15.36416417342437,0.13929124704010587,47.42768006483297,6.606260700449753,2.69266111638711,0.0,11,0.02251317403815305,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,9,1x0
+10.202040000000114,529.7086595373337,16.09918039890782,15.127896995517986,0.030392518810187875,51.921837155836265,1.5780354124182654,2.3634631110692914,1.0,14,0.026429622676412533,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,9,2x1
+17.453490000000194,866.8280247775517,75.93498747429673,18.347022247803352,0.0876009834751056,49.66502543488678,4.350705072412216,3.4803621293538374,0.0,40,0.0461452547179297,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,9,2x3
+15.903180000000178,694.4748035227253,20.666365338675625,16.345825344415687,0.02975826514345147,43.66892681355034,1.2995115026476085,3.9075174386581124,2.0,45,0.06479716725752667,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,10,0x2
+19.953990000000225,859.0107156965407,36.57226717759018,14.59194907803726,0.04257486723892035,43.04957132365662,1.8328297837971135,3.2292343709450253,4.0,39,0.045401063441189216,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,10,1x0
+10.402080000000117,593.5413213128227,89.40123230944467,16.775537034624982,0.15062343445895696,57.05986892167874,8.594553426761154,1.692679547757749,2.0,10,0.016848026651087287,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,10,1x1
+13.452690000000151,535.8491140233402,46.99033271686467,13.204473439551052,0.08769321715220357,39.83211640373295,3.4930064334244038,2.5843863374873712,1.0,24,0.04478872759497484,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,10,1x2
+15.903180000000178,609.2915677557025,57.14254543420958,16.40658493445534,0.09378522280341334,38.31256187477572,3.5931521515954006,5.615850395919296,2.0,54,0.08862751900359711,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,10,3x0
+16.403280000000183,320.9666005418421,55.0125025633266,13.690218147605016,0.17139634613214222,19.567220735233352,3.353750137980086,5.790988558184567,1.0,55,0.1713573932837602,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,11,0x1
+10.902180000000122,487.1544087342146,61.01271021570003,14.85607270080098,0.1252430628190985,44.684128195847904,5.59637707464923,3.486979747490999,1.0,27,0.05542390567736987,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,11,0x3
+19.953990000000225,868.1725043924268,72.9228792578449,14.610134348808373,0.08399584056037171,43.50871702313257,3.654551258061374,2.8126648132212977,1.0,45,0.05183301679369856,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,11,1x1
+11.50230000000013,488.1458994166704,21.77091250498492,14.982703870684645,0.04459919161668868,42.438981718148966,1.8927442776648735,3.5244202586735107,1.0,27,0.05531133219036509,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,11,3x0
+11.65233000000013,368.8301780831195,23.51128021074097,10.999372666599712,0.06374554363456256,31.652912171481187,2.01773209398813,2.6051789590660026,0.0,20,0.0542254977722913,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,11,3x2
+11.302260000000127,281.2333909332862,27.078322548036635,8.540665953585162,0.09628416618018205,24.8829341152374,2.395832563402039,2.6681536505775267,0.0,17,0.060448014169244633,6,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,13,1x2
+13.002600000000147,464.97972425899485,57.08611032148163,16.60603484570254,0.12277118193154703,35.760518993046745,4.390361183261885,2.8502585302872228,0.0,25,0.05376578524975626,6,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,13,1x2
+19.953990000000225,274.25325977818056,1.308437625383422,7.994706129407305,0.004770910021057553,13.744281708980383,0.06557273133761254,14.26830355407258,4.0,178,0.6490351295877709,4,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,13,1x3
+19.953990000000225,98.92077363519903,5.014934529800022,2.537270361083337,0.05069647502246743,4.957443280025594,0.2513248994211165,3.720841080719645,0.0,46,0.4650186033687852,4,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,13,1x3
+19.953990000000225,374.5723101688675,65.35239764692191,6.4957662584016305,0.1744720468457993,18.771800034422352,3.2751543749857137,2.3852068546090064,0.0,36,0.09610961361177554,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,13,2x3
+10.152030000000114,303.54544289062926,25.50750192231221,9.851748265795734,0.08403190533650291,29.89997496959976,2.5125518662092134,1.6575105133876014,0.0,10,0.03294399647305234,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,14,0x2
+17.6535300000002,774.6781048308147,11.608827256318238,13.369723896827622,0.014985356090390006,43.88233428842877,0.6575924053896364,2.15478334681409,2.0,25,0.0322714684255338,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,15,0x1
+14.552910000000164,716.5090606101406,47.095142387237196,16.736620820345973,0.06572860690293784,49.234762024236566,3.2361323190507374,3.4919064616461943,0.0,33,0.04605664019363408,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,15,0x3
+10.652130000000119,293.28453186506806,21.95804071309443,11.371284597749849,0.07486941289899567,27.53294710682885,2.061375585267377,7.877587586036825,11.0,58,0.19776017381879574,4,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,15,2x1
+11.802360000000132,715.0011776536219,17.04019787076302,19.448834178569655,0.023832405320901504,60.5812038993569,1.4437958061576524,2.0342219877399756,2.0,14,0.01958038733019013,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,17,1x1
+12.352470000000139,614.4421865535037,59.55088449676778,15.799233397818597,0.09691861301190503,49.742455278458216,4.820969773394885,3.1533444107013895,1.0,30,0.048824772544141866,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,17,1x1
+15.403080000000173,790.2816979415891,56.471885499315825,19.98087019038502,0.07145791892486639,51.3067320264246,3.666272297444095,2.6677910860384686,0.0,25,0.031634289475659584,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,17,2x3
+15.853170000000178,668.2821801093964,71.2395537385069,16.876972252786516,0.10660100756666163,42.154482675035275,4.493710326610142,2.5207918797576583,2.0,30,0.04489121645453581,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,18,1x2
+13.502700000000152,363.3704335286805,10.310563587174947,15.785271023785697,0.028374800577607103,26.910946220287528,0.7635927323553683,8.635918324909838,1.0,66,0.18163282950424936,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,18,2x2
+16.00320000000018,593.3764792450337,91.40108503111873,15.808034593070943,0.1540355713920619,37.078614229968196,5.711425529338988,2.3377721593201937,2.0,28,0.047187579857605806,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,19,2x0
+14.352870000000161,444.15262507082946,14.900945021623457,10.032494022420792,0.03354915445844137,30.945213401279638,1.0381857441489604,3.791571401037182,1.0,33,0.07429878410543551,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,20,2x1
+11.302260000000127,552.7074431086289,20.667776868425793,15.574448148262832,0.03739370100062821,48.902382630431674,1.8286410743006762,2.592553292907056,2.0,22,0.03980405958758932,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,21,0x0
+19.903980000000224,652.229216330293,4.977634206042675,12.568589692107139,0.007631725291376659,32.76878374728499,0.2500823556918073,8.219202019204864,24.0,104,0.15945314529935709,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,21,0x1
+10.852170000000122,586.1737976175764,83.42230578959094,16.340595748982764,0.1423166748985532,54.014431917079236,7.687154346973002,2.234409872134975,2.0,18,0.03070761619362474,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,21,3x2
+16.503300000000184,159.37432931125971,7.794828829198172,3.546419185417463,0.04890893572938457,9.657118837520855,0.4723194045553365,5.599046915753402,5.0,53,0.33255041906084165,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,22,0x1
+19.903980000000224,300.1129642463676,1.4841244690690847,6.89653722849183,0.0049452194536012874,15.078037872142366,0.0745642062074554,3.495336593179203,5.0,37,0.12328690995709903,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,22,0x1
+16.303260000000183,923.981532631909,19.68454447888571,20.36831000543853,0.021304045355555322,56.67464866731553,1.207399285718653,2.5337674199947853,0.0,28,0.03030363596147164,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,23,0x1
+13.952790000000157,763.5094361636801,2.0616585850206826,17.121312224253415,0.002700239823334295,54.72091504019422,0.147759593960825,2.1175056424249794,2.0,22,0.028814313167550256,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,23,1x2
+10.652130000000119,468.0183939022175,95.10510743794414,14.598907172738393,0.20320805480524412,43.93660177844359,8.92827138215015,2.9903962577764593,1.0,21,0.044870031335536575,2,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,23,1x2
+17.6535300000002,430.52464262628337,56.52966284634656,13.848166827722025,0.1313041281481699,24.387453536277363,3.202173324334902,3.922586122680062,2.0,40,0.09290989652994608,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,25,1x0
+11.902380000000134,405.23319735040695,43.700036698311685,13.901368538698023,0.10783923179058814,34.0464005812621,3.6715376839179386,2.751558497758885,0.0,23,0.05675744275243027,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,26,0x2
+10.302060000000116,446.0942378110324,12.637735136291424,16.650416850653528,0.02832974305676826,43.30145988385112,1.2267192324924607,2.7140758127311253,0.0,17,0.038108539763746695,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,26,1x1
+16.453290000000184,802.3882751591511,42.84002644976163,17.260293654323505,0.05339064362731927,48.767649215393526,2.6037361798011918,3.2474304106128953,0.0,40,0.04985117709012651,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,27,2x1
+19.903980000000224,365.3374507257018,17.901901332853917,9.370729445750214,0.0490010024904203,18.35499486663962,0.8994131491718599,3.8825552531059486,0.0,44,0.12043659885565781,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,28,0x3
+13.602720000000152,540.301387325263,27.689091280411926,13.16681908671461,0.051247492473572,39.720099165847486,2.0355554830513025,2.3568008943270926,1.0,20,0.03701637728344373,1,AMID-04,cc1373,pools,top,4,NA,S3-Cs4-T,28,1x2
+19.903980000000224,442.16721071305733,56.90433317566218,8.57101318974354,0.1286941496270062,22.215014821812137,2.858942441444452,1.6850063563759399,0.0,21,0.04749334525763347,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,1,1x0
+10.102020000000113,596.5147475306985,31.972097598961746,19.583767026698467,0.05359816791003371,59.04905628089153,3.164921233472255,2.2924732136679773,0.0,16,0.026822471810182012,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,1,1x3
+18.103620000000202,1019.6644113157307,49.85704378735498,19.35353019945245,0.04889554174301486,56.32378559181641,2.753982009529278,2.535712655495148,3.0,33,0.032363589072818805,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,1,3x1
+19.903980000000224,806.2874288676499,51.47694281172676,13.547456801174746,0.06384440705471618,40.508854453613836,2.5862637930567742,2.676256376927865,1.0,37,0.04588934252883343,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,2,1x3
+19.903980000000224,620.4832017362369,35.57606218031502,10.978684796013084,0.05733606015564328,31.173825623630545,1.7873843412380146,3.336117538897432,1.0,37,0.059630945521919936,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,2,2x2
+11.50230000000013,334.3182616132649,22.99265473676141,14.49958251643534,0.06877474962273829,29.06534011573869,1.9989614891596594,4.461401699091159,0.0,30,0.08973485281729425,2,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,3,0x1
+16.85337000000019,804.4934682387104,0.31625073367783035,15.042418315386755,0.00039310540876136984,47.734872505540515,0.018764836568462378,1.9919812059147861,0.0,22,0.027346399776451796,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,3,3x2
+19.903980000000224,200.88310382577365,1.5970309363634652,6.599617154487532,0.007950051079201631,10.092609810991137,0.08023676351983107,14.399698662531733,8.0,177,0.8811094443936534,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,4,0x3
+19.903980000000224,666.0784960619251,71.42122511646976,10.723664215895852,0.10722643883376434,33.46458829148329,3.5882886295338396,1.4132875144681494,0.0,22,0.033029140154007715,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,5,2x3
+14.702940000000165,877.429080213176,88.34954531550979,21.30726677547301,0.10069138042933885,59.67711765219515,6.008971356443595,2.5970129230576715,0.0,22,0.025073251498178045,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,7,0x3
+19.903980000000224,625.4701990902503,77.21482431688099,9.966195771050792,0.12345084454733474,31.424378395187457,3.879366052260911,3.067754068324432,1.0,42,0.06714948219929458,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,7,1x0
+17.453490000000194,678.207791603854,51.99430401117034,14.331289939099065,0.07666426817098643,38.85800442225862,2.9790204716174107,2.8563249101636754,1.0,32,0.047183179544907715,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,8,3x2
+14.102820000000158,812.3257065469043,48.2773836670853,16.561008735721472,0.05943106721601421,57.600232190930264,3.4232432709972023,1.7734101973116383,2.0,22,0.027082732729854467,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,10,0x2
+19.903980000000224,720.1755750298871,56.535668577433825,14.027770338757477,0.07850261871917498,36.18249089025808,2.840420286667952,2.436995311113087,0.0,29,0.040267958266699766,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,10,2x3
+19.903980000000224,996.1654177707786,32.8763851624705,15.473758708450191,0.03300293764065947,50.048553996274485,1.6517493065442252,2.294443778146217,0.0,28,0.028107781599825528,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,11,4x0
+19.903980000000224,255.1153392972974,4.7750885269437795,5.792103661538832,0.018717371288204485,12.817302835779302,0.23990621609063742,7.1302276014447115,15.0,95,0.3723805877830506,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,12,1x1
+19.903980000000224,925.0309087470965,67.21637484567918,14.19290517143125,0.07266392312957419,46.474670329606745,3.3770318723028474,1.4468427072461068,3.0,21,0.02270194412037901,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,12,3x0
+12.40248000000014,586.0910898528987,66.9630956097602,13.895155359046413,0.11425373422170107,47.255959280151394,5.399169811985946,1.7197222513345647,2.0,10,0.017062194210305894,2,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,13,0x1
+19.903980000000224,450.1387096044372,20.64783947586488,10.40314713800933,0.04586994860763991,22.615512556002976,1.0373723986792918,3.731595276221527,0.0,46,0.10219072258953878,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,14,1x1
+19.903980000000224,1155.0371344157152,29.86377902144296,18.152655088007318,0.02585525446032503,58.03046096387266,1.500392334670886,2.2168930418516717,3.0,25,0.0216443257581034,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,14,3x3
+19.903980000000224,547.991181552812,49.60927353365321,13.346718894469404,0.0905293282148778,27.53173895636982,2.492429832307541,6.161935080376953,3.0,83,0.1514622913544111,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,17,2x0
+19.903980000000224,97.22292701240289,2.261270757725901,5.167225998115576,0.023258616328609677,4.88459730226828,0.11360897457321979,16.7217798245764,2.0,208,2.1394130622447225,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,17,2x2
+19.903980000000224,721.2743952357355,78.95182165290548,14.818270355510435,0.10946156161151611,36.23769694481844,3.9666348967846927,4.688892418107155,3.0,52,0.07209461523031709,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,19,1x0
+15.953190000000179,603.2981877487557,78.9728685430892,14.170293235169709,0.1309018825960365,37.81677443500322,4.950286967251586,3.6579460046702588,1.0,40,0.06630220480068481,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,19,1x3
+19.903980000000224,847.9775191016513,5.60844023292312,13.999976143539698,0.006613902027573455,42.603414950258276,0.28177481252106645,2.076594994617347,2.0,26,0.030661190201769075,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,21,0x1
+11.65233000000013,586.7742194983047,93.28210305182388,16.37256908937593,0.15897444017152051,50.35681443095914,8.005446382982875,2.071364796315138,1.0,15,0.025563495296069903,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,25,3x4
+19.903980000000224,147.78548059053495,2.789578793626225,3.7177821258485864,0.018875865088230366,7.424921075610671,0.14015180851398532,18.18930881137098,10.0,234,1.5833761142499323,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,26,1x0
+19.903980000000224,979.4205317417727,61.153310337354796,16.063609594725335,0.062438256454152075,49.207270693688486,3.072416186981403,3.0142429242012607,4.0,43,0.04390351090918021,1,AMID-04,cc1373,pools,middle,4,NA,S4-Cs4-M,27,2x3
diff --git a/data/AMID-05_summary_motility_metrics.csv b/data/AMID-05_summary_motility_metrics.csv
new file mode 100644
index 0000000..7012745
--- /dev/null
+++ b/data/AMID-05_summary_motility_metrics.csv
@@ -0,0 +1,309 @@
+total_time,total_distance,net_distance,max_sprint_length,confinement_ratio,mean_curvilinear_speed,mean_linear_speed,mean_angular_speed,num_rotations,num_direction_changes,pivot_rate,cell_count,experiment_ID,strain,substrate,position_in_tube,time_in_water,well_ID,slide_ID,timelapse_ID,pool_ID
+19.95407202148437,47.62860164936798,31.87771891978313,0.8244801334950118,0.6692978129918735,2.3869113832047257,1.5975545685843309,4.640155856333551,0.0,84,1.7636461514950788,19,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+19.95407202148437,90.87902577830519,32.830895324506876,1.5920521556201876,0.3612593229662936,4.554410031218518,1.645323084388898,10.093639717479078,1.0,133,1.463483998215901,19,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+19.95407202148437,169.03629695153762,38.04861280120237,3.9977980969486993,0.2250913767479823,8.47126825890664,1.9068094351987788,3.4062053563138743,4.0,44,0.2602991238776055,19,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+19.95407202148437,74.65111409205119,43.3244607267142,1.4067025651742142,0.5803591983006636,3.7411468702566073,2.1712089983471614,6.3678131477770785,0.0,130,1.7414341578305037,19,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+19.95407202148437,78.57717193922315,45.18394060876915,1.5648954644931798,0.5750263020883144,3.9379015899421335,2.2643969892521185,6.307145135587562,0.0,131,1.6671508628654157,19,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+15.853235164938713,145.63659391105926,32.397173043331875,4.939315404388836,0.22245214731619536,9.186553558049253,2.043568565423291,16.66489571981638,2.0,201,1.3801476304969844,19,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+19.95407202148437,208.0582130476802,141.39682893076375,4.443826215271855,0.6796022462153906,10.426854870708384,7.086113991095303,1.956534959740377,2.0,20,0.09612694306576904,19,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+19.95407202148437,84.15509614147447,38.61539273547083,1.739270430173761,0.45885982556010485,4.217439731141866,1.935213659342012,8.202390498501684,0.0,129,1.5328839953214008,19,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+17.75362297650865,67.36057420518077,31.14433319051911,1.4100683312333544,0.46235254906903345,3.7941874903117716,1.7542522577914863,8.555473585833624,0.0,125,1.8556848939447748,19,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+17.003469892994204,77.60332055021966,41.266704929488334,1.8066486898207028,0.5317646801309655,4.563969650817796,2.426957861494559,6.511807553637378,0.0,91,1.1726302348249507,19,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+15.253112698127152,209.94065033031768,151.17801340455225,5.493623763259322,0.7200988144348933,13.763790675728448,9.911289347722093,2.9386846319262325,0.0,38,0.18100353571455233,1,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+19.95407202148437,60.216988617738494,36.54717441684855,1.161473858287735,0.6069246446190206,3.0177794563888214,1.8315647241073667,6.025398157964117,0.0,119,1.9761865003814791,4,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+19.95407202148437,224.71895040823046,65.89797356276576,5.117932718658624,0.2932461790296445,11.261809126792645,3.3024824953931207,2.9942010904398155,6.0,34,0.15130010147446263,4,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+13.602775914395362,252.45957139343753,184.18598261391614,6.540400819869916,0.7295662493495935,18.559415591509378,13.540323223217865,1.5286112701166175,0.0,8,0.03168824202562182,4,AMID-05,cc1373,wells,top,21,I02,NA,NA,NA
+19.95407202148437,46.54199569073612,11.58902136359298,1.0506341667520722,0.24900138448295414,2.332456034067872,0.5807847817285205,9.163983958750517,3.0,103,2.2130550800704376,2,AMID-05,cc1373,wells,middle,21,I04,NA,NA,NA
+11.002245224878601,203.18751347098188,43.746341767659544,11.33311717539965,0.21530034508693938,18.467822641466697,3.9761285877121724,4.983458838917899,6.0,34,0.16733311717432722,2,AMID-05,cc1373,wells,middle,21,I04,NA,NA,NA
+14.953051464721373,211.6578756922872,127.35883457973016,4.808054531342549,0.6017202722231191,14.154828276465851,8.517247123786536,1.5328778872291173,0.0,20,0.09449211343818092,6,AMID-05,cc1373,wells,middle,21,I04,NA,NA,NA
+10.952235019310972,153.68538147965018,35.0710076264348,7.061268136086233,0.22820002324735505,14.032330497717792,3.2021781457937695,2.636788493844778,2.0,19,0.12362919502864905,6,AMID-05,cc1373,wells,middle,21,I04,NA,NA,NA
+19.95407202148437,167.64012197016115,54.70255505972044,3.197013581938883,0.3263094444029165,8.40129883212131,2.7414231541723755,4.430587971936969,0.0,53,0.3161534325859871,7,AMID-05,cc1373,wells,middle,21,I04,NA,NA,NA
+19.95407202148437,493.94489125545147,349.79958923551135,10.104617636178546,0.7081753358080728,24.754089828062433,17.53023587661131,1.600002205085545,0.0,26,0.052637450979432614,7,AMID-05,cc1373,wells,middle,21,I04,NA,NA,NA
+13.602775914395362,120.36213264942336,28.80318484208878,3.6217734909930215,0.23930437429173262,8.848350763614958,2.117449043000652,4.265609580501971,4.0,37,0.3074056531365163,1,AMID-05,cc1373,wells,top,21,J02,NA,NA,NA
+13.852826942233513,64.21940066255041,24.091028123933107,2.1189725643360866,0.37513629643669044,4.635833604963538,1.7390694494627732,11.543912610198776,1.0,118,1.83745096937368,19,AMID-05,cc1373,wells,top,21,J02,NA,NA,NA
+19.95407202148437,80.9172467121613,41.46731031295218,1.6533009135268841,0.5124656608801783,4.0551746342820865,2.078137748941905,7.121326415130289,1.0,110,1.3594135301129537,19,AMID-05,cc1373,wells,top,21,J02,NA,NA,NA
+14.402939203477443,95.95379547460654,30.937757985738827,3.149812127308019,0.3224234938567519,6.662098209193265,2.1480169810249023,11.616387304006905,1.0,113,1.1776501329736833,19,AMID-05,cc1373,wells,top,21,J02,NA,NA,NA
+10.902224813743342,53.54238141842305,21.589489493886344,2.2659480615847483,0.4032224365436566,4.9111426642869755,1.9802829113072993,9.160508684199844,0.0,75,1.4007595107488764,19,AMID-05,cc1373,wells,top,21,J02,NA,NA,NA
+11.402326869419642,584.6804877955576,331.012307546965,15.8039511237927,0.5661422169140498,51.27729580912433,29.030241926735165,1.7744570072899106,0.0,15,0.025655037773801983,19,AMID-05,cc1373,wells,top,21,J02,NA,NA,NA
+13.302714680989583,140.89085749610132,84.37817915813875,8.000504467254387,0.5988903798138473,10.591135785047184,6.342929332966938,6.075945687015476,1.0,54,0.38327540168100876,7,AMID-05,cc1373,wells,middle,21,J04,NA,NA,NA
+19.95407202148437,275.4473765499372,65.0601492178422,5.611896979139452,0.23619810808416658,13.804068475515447,3.2604948577810338,5.1341643257980305,3.0,70,0.2541320265118204,7,AMID-05,cc1373,wells,middle,21,J04,NA,NA,NA
+19.403959760240443,184.10411619561816,124.5952953417636,8.716390704563509,0.6767653973003841,9.48796629504744,6.421127279240435,3.7724115341401765,1.0,61,0.33133425401083916,7,AMID-05,cc1373,wells,middle,21,J04,NA,NA,NA
+12.502551391907502,195.70607501941078,170.76873316701014,6.19831529026024,0.8725775791583001,15.65329098715683,13.658710755433745,1.4645035907032544,0.0,5,0.02554851707850195,7,AMID-05,cc1373,wells,middle,21,J04,NA,NA,NA
+11.452337074987271,113.95810334797511,12.488203680978808,8.912968768717732,0.10958592073830534,9.950641742537234,1.0904502372929576,4.173323884326573,0.0,33,0.2895801090970541,7,AMID-05,cc1373,wells,middle,21,J04,NA,NA,NA
+14.102877970071662,138.14151620488542,110.37373810391408,3.4541955417561496,0.7989903479864272,9.795271326749166,7.826327245980789,1.2557023918667545,0.0,11,0.0796284875264094,2,AMID-05,cc1373,wells,middle,21,J04,NA,NA,NA
+15.053071875856633,429.76424222290325,330.8641299333662,9.742822990349744,0.7698735665443261,28.54993623674878,21.979841235198883,1.45091832994018,0.0,12,0.0279222858047274,6,AMID-05,cc1373,wells,middle,21,J04,NA,NA,NA
+19.95407202148437,228.33647826888847,93.69933552985222,4.368301951518816,0.41035640139597895,11.443101840217908,4.695750091959525,2.5016106503871725,3.0,30,0.13138505168969136,6,AMID-05,cc1373,wells,middle,21,J04,NA,NA,NA
+18.453765854455472,54.78390875190778,3.9229189686109085,2.8002067428637614,0.07160713899360636,2.9687115997887643,0.21258094415800555,9.909470977362497,2.0,122,2.22693127926458,6,AMID-05,cc1373,wells,middle,21,J04,NA,NA,NA
+11.352316663852012,213.10509798983367,49.95236773008247,9.59478311349023,0.23440249999305734,18.771947990880296,4.400191538801991,3.031123433849514,1.0,20,0.09385040615477962,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+19.95407202148437,137.3567707679618,9.959121628910012,3.2055601931874733,0.07250550208212203,6.883646135990237,0.49910221924563136,4.21631187391499,9.0,60,0.436818656004651,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+17.153500509697093,413.7464026022896,262.019097049992,9.272021829734882,0.6332842905751033,24.120231457619596,15.274963667145915,1.8831566204113352,0.0,21,0.05075572831067266,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+19.95407202148437,102.83514478542462,8.121812120146165,2.6597247807581894,0.0789789535191797,5.153591942271379,0.40702529846547025,11.541072990927054,5.0,148,1.4391966900889397,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.652377897257791,183.65596295313935,108.22454146403552,6.690290826388207,0.5892786693326669,15.761243290638555,9.287764473335912,2.0705874763847647,0.0,12,0.06533956103054413,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.002245224878601,99.53271344189164,42.532456704396076,4.275106063914237,0.4273213824239507,9.04658198463213,3.8657979198846095,3.5351685890341993,3.0,25,0.25117370094200525,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+19.95407202148437,278.3201195478742,78.61584359396016,5.332371908916414,0.2824655426336771,13.948036232815507,3.9398396231764217,2.25238998869284,1.0,36,0.12934745809423093,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+10.30210234693178,118.24152005143074,69.79448665269167,6.855251380487701,0.5902705464403166,11.477416557276387,6.77478094298667,2.964990807260247,0.0,20,0.1691453221448839,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+15.603184137100563,453.776117801296,145.47807121920505,10.67977755137747,0.3205943757553773,29.082276656745154,9.323614330314395,1.43415492519958,1.0,8,0.01762983922283702,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+15.153092286991892,196.91286638653438,46.87000425269445,8.143013817877616,0.23802408198502356,12.99489653049717,3.0930983171619566,3.0243285012886307,0.0,29,0.14727326117468537,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+18.15370462104969,237.88690879591232,75.93353964068355,8.404319672990226,0.3192001612237871,13.10404205431856,4.182812336421771,3.601269882792228,5.0,50,0.21018390735782752,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+12.702592214178022,179.29746014421426,161.74356829074594,5.068810356442867,0.902096260374524,14.115029209871908,12.73311506530262,1.2634575956523595,0.0,5,0.027886619230291114,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+16.40334742618264,214.5074144815737,52.044582051879935,5.776647062243084,0.2426236975428679,13.07705122060525,3.1728025201007193,3.5878470996843537,0.0,40,0.18647374076403322,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+19.95407202148437,423.41005779620815,30.356960236677796,7.773241176193096,0.07169636072105054,21.21923070841512,1.5213416190937232,11.996807483235182,38.0,153,0.361351831830222,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.652377897257791,185.33264982614213,114.13262878210429,7.828291506850505,0.615825807752549,15.905135540597026,9.794792941701939,3.816544363036625,1.0,33,0.1780582106334573,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+10.252092141364152,129.37169304595204,97.33911263736414,4.746526519727681,0.7523988466533392,12.619052897893457,9.494560846232515,1.7295208051234598,0.0,16,0.12367465883218284,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+17.553582154238132,217.17014032271,49.74261375174816,6.806340235685322,0.22904904734063228,12.371841736603974,2.833758563618214,2.004007348437109,0.0,20,0.09209369193334058,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+15.053071875856633,196.94463766182537,91.71150196115535,5.238779644808119,0.46567148539801134,13.083351975333455,6.092543948338537,2.2023795429236537,0.0,20,0.10155138132951912,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.552357486122531,105.27208681067202,28.79652613617353,5.468344694384671,0.2735437950229202,9.112606404115517,2.492696938331925,3.532105774838965,0.0,28,0.26597743854320066,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+16.40334742618264,102.25204691578033,53.07166759376119,2.624953767118246,0.5190279235923125,6.233608559224198,3.2354169069814027,2.5047652592167444,2.0,20,0.19559510643804476,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+10.002041113526001,171.88661080547664,140.90211322216544,6.018490272275443,0.8197387368445107,17.18515339564344,14.087335937023905,2.1109702310345835,1.0,14,0.08144904326401399,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+14.552969820180332,287.073472794459,81.0887216234933,7.137095963629399,0.2824667874539275,19.726109264404545,5.57197071288151,3.2369978989738883,1.0,33,0.11495315007258641,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+12.552561597475131,516.518624333536,423.2425794032651,13.13914959668843,0.8194139755354902,41.14846362812754,33.71762616870151,1.0808889379413267,0.0,11,0.021296424720780013,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+10.352112552499412,151.3946990209443,59.46146955821989,10.99453885669115,0.3927579363263825,14.624522120790854,5.743897127921347,4.4333661543578495,0.0,25,0.16513127712973252,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.652377897257791,171.6785325860211,19.81128501927645,4.814166969324679,0.11539756730708206,14.733347484930352,1.7001924580508785,7.952098140177244,9.0,62,0.36114008586911894,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.602367691690162,185.30118928371365,143.50920953511132,6.1411434606171085,0.7744645897301023,15.970980597040542,12.368958935674428,2.0700765119649955,0.0,16,0.08634591101033079,38,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+19.95407202148437,436.3785363723306,301.6668131914346,9.796896558251603,0.6912961753326105,21.86914710453514,15.118057751151374,2.012802049509239,0.0,25,0.057289710460620105,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+13.202694269854321,134.08686959875553,20.04869708490398,5.37681485081476,0.14952021137414975,10.156023222087006,1.5185307388872225,9.51606864926496,2.0,78,0.5817124393567312,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+14.803020848018482,250.0115121432934,157.52377318099454,6.5001397054897545,0.6300660790800314,16.889222457371577,10.641326172426522,2.8098932009900413,1.0,26,0.10399521116890878,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+18.703816882293623,240.65893029193597,131.47028642349235,4.885928581211097,0.5462929892691278,12.86683524579205,7.029061888857112,2.0104557188337266,3.0,24,0.09972619744834042,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+16.703408659588423,279.62926522181465,198.18042705234558,6.496042684788506,0.7087256296122648,16.740850380936845,11.86466972647419,2.165501613221577,0.0,19,0.06794710841488046,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+16.65339845402079,310.38276977412056,117.54417601370983,6.910751831486209,0.3787071560037047,18.63780360693777,7.058269598138991,2.6524372682969326,0.0,27,0.08698936484022328,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+16.15329639834449,327.23451648242656,270.72250262246683,7.789319551866452,0.8273042389677295,20.25806426210095,16.759582437316787,1.6223665480400098,0.0,21,0.06417415933299861,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+15.853235164938713,349.18347877279444,223.57494077690933,7.530672308813493,0.6402792639636434,22.026007634394688,14.102795956207823,3.588221772680841,1.0,41,0.11741678083995992,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.552357486122531,92.23396242668926,75.62189190460029,3.499615243918768,0.8198920431799424,7.983994828543603,6.546013832712707,2.3756188714630078,0.0,19,0.20599787215150664,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+12.652582008610391,80.68578408887109,48.36794397576578,2.5466404578823933,0.5994605434148235,6.377021230446279,3.822772612171193,2.518611164397873,0.0,16,0.1983001117319112,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+12.452541186339872,119.05214842382648,79.1212095343338,4.728683637689965,0.6645928744827161,9.560470159650926,6.35382034480864,2.8160390601049627,0.0,19,0.1595939279681024,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+10.502143169202302,155.36202767035974,114.03951802448375,5.535246611892835,0.7340243927972396,14.793364094098555,10.85869009659918,2.5523633658593816,1.0,17,0.10942184686254125,30,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+12.152479952934092,156.62731322663996,123.63017416471132,4.372140974626248,0.7893270440374488,12.888506200647868,10.173246501415711,1.52174919074799,0.0,19,0.1213070671301561,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+10.602163580337562,193.68893554330145,88.35534341596245,6.98214003160345,0.4561713510796262,18.268812217018688,8.333708751657396,2.2915924673835453,0.0,11,0.0567920927911797,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+19.95407202148437,238.34651571280278,41.91469291761752,7.244371758494172,0.1758561176875894,11.944755709820893,2.1005583658557683,7.971077054927714,19.0,106,0.44473064639940196,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+19.95407202148437,259.9659669344531,182.22912183781438,6.624662884391853,0.7009729926831576,13.02821632870474,9.132427789255742,2.589011951833623,0.0,35,0.13463300759220062,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+19.95407202148437,251.6566523834087,58.78171712307308,5.249466649674915,0.2335790314555915,12.611794330122304,2.9458507045470883,4.663545918025837,1.0,52,0.20663073877648178,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+15.603184137100563,272.70644066365094,20.14555760080262,6.752491246869056,0.0738726872448518,17.47761471424423,1.2911183655713836,10.931849971583757,27.0,109,0.39969719723062125,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.852418719528313,119.90291767021965,85.18874251058287,3.996658076735784,0.7104809804952832,10.116324820069417,7.187456377171689,2.1270934566027604,1.0,14,0.11676112868667238,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+18.103694415482064,267.1146536203894,152.94837906564595,5.224795596013173,0.5725944907650364,14.754704067030435,8.448462261650103,1.9480078323138315,0.0,11,0.041180818240068084,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+13.752806531098251,85.74789083819587,39.45757343734772,2.6754305660654234,0.46015794734593735,6.234937621226636,2.86905609761361,3.6696082016103464,1.0,32,0.37318702171209317,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+13.052663653151432,153.9905872381612,123.70557672530268,4.783243094515635,0.8033320668748418,11.797636967453899,9.477420089303783,1.8142307595848435,1.0,19,0.12338416484258664,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+12.702592214178022,278.9937924334538,178.69391228009655,7.652283896239908,0.6404942229054039,21.96353214598626,14.06751545410133,1.3462598324054962,0.0,15,0.05376463708803784,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.002245224878601,90.97130631077863,13.459412913377703,2.9767236828699595,0.14795228802582314,8.268431074874757,1.2233332959115364,3.634396663460946,6.0,26,0.2858044042060702,37,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+17.403551537535243,179.7170456668788,59.160828557798084,6.748688503346614,0.3291887441075447,10.326458095594607,3.3993537715679762,2.5620372405401817,1.0,28,0.15580046898779118,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+19.95407202148437,156.77411901722576,41.25672533294438,2.857114681243651,0.26316030727247297,7.85674817893954,2.067584264932172,2.5659150682434215,6.0,35,0.2232511349411846,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+12.552561597475131,176.87937318489685,50.189185171986985,4.954743389329172,0.283748094920728,14.091097805923138,3.9983221577723405,3.1658442879335293,3.0,26,0.14699283207444142,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+10.202081935796521,61.27636144341033,48.75941565865843,2.2981722932343622,0.7957296175897864,6.0062604700720055,4.779359346995048,1.9598190625341454,0.0,15,0.2447926026719575,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+19.95407202148437,128.09496719250836,54.942218210387445,2.6354369366733224,0.4289178522354994,6.4194900697256,2.753433893153821,4.632110382269886,0.0,71,0.5542762651501927,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+14.652990231315592,144.6579521635158,25.324947627063533,4.175573692512103,0.17506778748282834,9.872247908441276,1.728312598812794,1.6187612337151247,0.0,20,0.1382571763313279,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+16.453357631750272,165.85537505814818,86.96726688435466,4.441575191572184,0.5243560352135969,10.080336109518143,5.285685076007387,3.910417954141211,4.0,49,0.29543811879971216,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+16.60338824845316,554.715703577277,545.5501416989305,9.41718180033945,0.9834770102608611,33.40978933194293,32.85775972562445,0.35457706717532567,0.0,12,0.02163270288296118,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+16.003265781641602,256.8833003406509,69.11399742744962,6.848517286640881,0.26904823060042476,16.051929890168957,4.318743334672028,3.642382594290656,3.0,37,0.1440342752951811,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+13.652786119962991,476.29793370885557,360.4685162640431,10.577285985019557,0.7568131011132729,34.88650078626931,26.40256084704711,1.3761702367342665,0.0,15,0.031492893288865245,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+13.602775914395362,122.32836696503816,15.29736027786187,3.6786663547508596,0.12505161850344904,8.992897312642057,1.1245763639812065,6.121136719197213,5.0,58,0.4741336898299034,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+13.152684064286692,110.94539990287869,65.07885900247123,3.7338162505630663,0.5865845637533516,8.43519082193476,4.947952728460876,3.5689815934380857,1.0,35,0.31547049296896407,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+12.802612625313282,154.24644283628203,69.27541601481389,5.442593731536399,0.44912164417524475,12.04804420398587,5.411037421990162,3.0600013429156747,1.0,20,0.12966263358972954,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+12.652582008610391,236.96169789099034,211.59133528601745,6.684889854251338,0.8929347534611098,18.728327366677576,16.7231743799032,0.9179445104323516,0.0,4,0.016880365205013525,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+12.052459541798832,208.7401107358194,169.77936013634195,6.337161666663363,0.8133528316041472,17.31929570158631,14.086698200274759,1.7842640173024675,0.0,14,0.06706904557370069,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.452337074987271,238.32106075133032,66.21742576268353,8.18437688148478,0.27784966026051855,20.809818920876918,5.782001117248562,3.129666093508477,2.0,22,0.09231244578487047,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+11.452337074987271,139.9887164486474,57.24526372915643,4.427177795088596,0.4089276991846405,12.223593798543778,4.9985660878061475,3.487769930994741,6.0,26,0.18572925489703793,40,AMID-05,cc1373,wells,top,4,K02,NA,NA,NA
+14.853031053586113,532.5173710239022,332.86028282705666,12.175148867704934,0.6250693422207932,35.852437734945106,22.410259671994083,1.7749851092977733,0.0,21,0.03943533327301995,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.403959760240443,297.7821362275471,160.1004720321709,6.1165413045564065,0.5376429696569569,15.34646226373421,8.250917545202485,2.033677153650824,0.0,26,0.08731215488404037,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+18.303735237752583,217.30240269969465,146.0601578345925,7.8524115679805675,0.6721516008106142,11.872025019871083,7.979800621970012,3.1269449045630298,0.0,38,0.1748715132824134,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.95407202148437,211.83257694686017,36.2053266614044,3.927651170553716,0.1709148195392382,10.616007435413781,1.8144329950509572,2.6651639155466893,1.0,43,0.2029904966448427,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.95407202148437,246.13684375528322,63.01542905887251,6.0794335656322005,0.2560178642801009,12.335168655814707,3.158023534796525,4.044019585096451,3.0,57,0.23157849564639393,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.952235019310972,105.61309289555527,14.888973240526422,5.78901685548513,0.1409765856895289,9.643063056019008,1.359446105226394,9.555492531818487,1.0,61,0.5775799034720551,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+12.252500364069352,251.03886573122247,147.81872724719054,7.518909861516789,0.5888280558336106,20.488786637166555,12.064372401952442,2.4489036219068376,1.0,21,0.08365238561300656,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+13.252704475421952,181.5983079754145,114.09720773800017,6.100965822915072,0.6282944428835047,13.70273579345265,8.609352751327192,3.6382359247614384,0.0,41,0.22577302870878477,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.95407202148437,385.21975870242125,71.06266989514098,9.268502405998856,0.18447306580147735,19.305320652729858,3.561311687089655,13.460406556855146,16.0,169,0.43871062213750817,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+16.40334742618264,227.99913906771178,81.14951142199769,8.909562762285152,0.355920253707176,13.899549472675611,4.947131174730148,5.3151147828018575,3.0,51,0.22368505516529116,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.202081935796521,137.3198670345159,72.65801475425086,5.829371278592234,0.5291150969144761,13.459984726518936,7.121881123039435,4.1510775346232744,1.0,23,0.16749215169440018,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+14.002857558936402,142.7264418346121,106.0940169977554,6.46174430828501,0.7433382044281224,10.192665406606693,7.576597601683656,1.5717558063482084,0.0,23,0.1611474349416756,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+13.952847353368773,132.59461331573493,11.457977095156204,3.861200042700792,0.08641359410183892,9.503050521349058,0.8211927504811262,4.874154765903085,1.0,59,0.44496528572777627,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+13.802816736665882,55.13296526454784,6.870607042315297,3.4625361784678255,0.12461885569454949,3.994327122962686,0.497768475333312,11.552404386358992,2.0,128,2.3216599975316012,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+13.002653447583802,340.0567325976845,50.2263603966845,11.963048811317208,0.14769994410346368,26.152872101722824,3.862777747569496,8.788309895099898,14.0,71,0.20878869080942128,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+11.502347280554902,323.19146196452766,244.29305980070907,9.24408385816082,0.7558772076334176,28.097870293908922,21.23853973820583,2.877422490816344,0.0,23,0.07116524632239325,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+11.052255430446232,117.24159232351889,84.07053583586092,5.120500639094693,0.7170709145938153,10.607933653120908,7.606640686593922,1.9386803874479441,0.0,15,0.12794094401762038,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.852214608175712,170.19359029167146,109.22603652562857,5.895763484861249,0.6417752650874868,15.682844141642116,10.064861456328108,2.3054175232404512,0.0,15,0.08813492901990937,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.75219419704045,104.07992445249494,28.97709264204094,4.617044724781131,0.278411930009297,9.679877664518282,2.6949934228324213,2.7820115423528677,3.0,17,0.16333601402410017,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.452132963634671,172.447572828048,59.09189163584925,6.4009297500723505,0.3426658355741042,16.49879248838797,5.653572513997217,3.823303829694882,2.0,29,0.16816705230706064,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.002041113526001,142.65634727004988,27.02116420773201,9.549582568924393,0.18941438446184716,14.262723543210821,2.7015650006867737,5.090920546977536,4.0,26,0.1822561736477224,37,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.95407202148437,156.82382508782484,84.39212003392093,3.1007634720632,0.5381332841910944,7.859239202854136,4.229318203475295,2.4898985192492513,2.0,29,0.18492088165659365,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+18.203714826617322,122.41243185608306,72.95539462830031,5.552843828486402,0.5959802735891397,6.724585230103287,4.007720145210445,2.3648157248439,2.0,40,0.3267641970141309,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.95407202148437,725.4491086663522,83.99295886579735,12.505975249051119,0.11578063555720391,36.355943182186955,4.209314207915201,4.443049981712326,14.0,56,0.07719356096935459,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.804041404781483,746.2756933699743,584.1366710231202,13.16696242656883,0.7827357586648989,37.683000056230625,29.495831637783105,3.68762744581071,0.0,49,0.06565938089009649,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.95407202148437,179.70192558820304,42.845989413099495,5.516256638767153,0.2384281040553982,9.005777136351897,2.147230368165836,7.227225257542106,0.0,92,0.5119588991540531,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.95407202148437,263.9168445149986,26.85001757960503,8.897234081862933,0.10173665735109652,13.226214891418739,1.3455908924602384,4.564799518336316,2.0,63,0.23871155369326819,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.654010788078594,136.79032397099513,9.577139345401863,3.6210863158347166,0.0700132806720495,6.959919043799811,0.4872867654682985,7.7136889804251485,0.0,100,0.7310458598022174,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+11.102265636013861,483.89278654336965,396.643896437087,13.671923723731425,0.8196937575169602,43.58504853042822,35.72639220146577,2.721350876132126,0.0,25,0.05166433700858514,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+13.152684064286692,419.57963721598077,328.8530569591528,11.956957206622945,0.783767913860591,31.900685454405444,25.002733689322252,2.3285780056235144,0.0,18,0.0429000799930012,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+17.203510715264724,260.4093593618715,107.74884647069236,7.356674065284338,0.41376718077541064,15.136989401285957,6.263189429997361,4.420613889528043,1.0,50,0.19200538768085798,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+15.953255576073973,207.32070337580714,77.0640438296032,6.115301620340489,0.3717141731374042,12.995510689789116,4.830615510553258,4.21837926857398,0.0,35,0.16882057329583733,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.852214608175712,85.24195275612462,6.6528293533004685,4.5181029256785905,0.07804642125379353,7.854797922251376,0.613038867503453,4.036325176223091,4.0,24,0.28155150397203454,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+13.052663653151432,401.0325972611888,218.98516241565116,12.007885551136951,0.5460532732530672,30.724196065863048,16.777047829833524,5.263701097927958,0.0,41,0.10223607826397484,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+11.802408513960682,42.86379879704452,3.9914862243911147,1.613337335511833,0.09312021650928265,3.631784033432018,0.33819251550814533,10.030154394212007,1.0,80,1.866376808523001,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+12.452541186339872,151.13530838691412,74.08419389365469,6.084571766759109,0.4901845550478209,12.136904919672604,5.9493233377074235,2.7058733295857493,1.0,17,0.1124819883681921,38,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.75219419704045,185.33706993633712,91.65681075584361,7.514105815181523,0.4945411664667383,17.237139372664167,8.524475011907077,4.014560674900874,1.0,26,0.14028494142553857,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.152071730228892,195.57705693235954,148.53418298202766,6.917121209504984,0.7594662958518611,19.26474340700408,14.630923315853952,2.1044212692795,0.0,14,0.07158303851991141,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.95407202148437,843.7261133397926,120.94746895730866,15.721066555820585,0.14334920662648692,42.28340523334587,6.0612925936663755,4.468503138164461,7.0,57,0.06755746811530114,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+15.003061670289002,167.88404231418346,111.29756509911033,4.9443240813986336,0.662943085983268,11.189985484539406,7.418323509228528,1.9817822406947023,0.0,18,0.1072168608277506,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+11.252296252716752,239.68920335144375,125.78385313592074,8.205667221939422,0.524778969503647,21.30135911535152,11.178505285581288,2.5963503541466557,1.0,18,0.07509724988992325,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+13.352724886557212,116.5577834459795,28.08462410566388,4.113205427603589,0.24095022464698923,8.729138392068831,2.1032878565436435,2.7801923472767585,1.0,25,0.21448589069632262,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+14.452949409045072,161.24577335490244,89.24193454758036,5.440434856212988,0.5534528607528744,11.156599860094314,6.174652108844316,2.765038537298481,2.0,27,0.16744624952477308,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+14.402939203477443,156.57138527264874,36.56958941028027,7.250677353209298,0.23356496045940375,10.87079401368619,2.539036573968938,3.6821372928141995,4.0,37,0.23631393396417424,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+15.303122903694783,113.80342149546959,66.51549680850387,5.287956483639832,0.5844771267369302,7.436614226498365,4.346530915754743,2.6491047732731725,0.0,24,0.21088996872519705,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+14.552969820180332,346.48126172117907,240.3717921784478,8.8071664229902,0.6937512031224365,23.80828559410052,16.517026775189812,1.2344472256132002,0.0,11,0.03174774862385469,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+12.252500364069352,103.06868617373297,65.84401191010019,3.1566441326681662,0.6388362397393256,8.41205330431848,5.373924501417587,2.898283573218725,1.0,28,0.2716634997442685,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.052051319093632,64.77474278472631,44.94560612569037,3.8383955131069456,0.6938754859291916,6.443932758449833,4.471286974064414,3.785959057350099,0.0,17,0.26244797384218327,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+11.30230645828438,29.004235007054938,3.1645602755181517,1.3132255571579936,0.10910683473459686,2.566222665621969,0.27999243227019277,5.497511235911102,2.0,34,1.1722426049757873,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.75219419704045,140.35050233576064,127.9263244407949,3.937341804107106,0.9114774960673574,13.05319637682811,11.897694749226787,0.7190821252768678,0.0,1,0.007125019029911977,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+10.652173785905191,310.7776748865919,281.9413192128238,9.280338936080916,0.9072122677914655,29.17504737838662,26.467960895069574,1.8241921552662312,0.0,5,0.016088671754895475,47,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+13.952847353368773,89.0233079916882,70.8227101593277,2.6788975992111865,0.7955524430291916,6.380296848169448,5.075860744812655,2.5879429316787093,0.0,18,0.2021942388579921,28,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+15.603184137100563,274.21998105243745,220.58979648724895,8.150724695462287,0.8044264157580365,17.57461673482461,14.137485948316169,2.0091114963408634,0.0,21,0.07658085278615892,28,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.95407202148437,375.0665892408252,203.74099275433016,7.013966015031919,0.5432128549938924,18.79649371000537,10.210497012086758,3.257393507827066,1.0,38,0.10131534263533325,28,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+13.952847353368773,176.8685279816684,72.24611618136386,5.276071380570215,0.4084735538074464,12.676160177368047,5.177876196281956,3.1130318846762166,4.0,34,0.1922331823981932,28,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+18.353745443320214,280.2320089840325,165.41176906244752,8.842394767504516,0.5902672205867553,15.26838267695502,9.012425805581204,2.0554319148263733,1.0,26,0.0927802648036594,28,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+11.352316663852012,226.2451911499501,99.98339720872691,7.715032904257335,0.4419249607053978,19.929429194867236,8.80731221382271,3.823814127512525,3.0,30,0.13259950343040303,28,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+15.253112698127152,161.39842437518917,12.887242252632475,4.884981395253931,0.07984738576303943,10.581343465390274,0.8448926135722338,5.341852689255075,4.0,51,0.3159882148628951,28,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+11.052255430446232,116.68193827547529,23.687804655760065,4.3750253184212085,0.20301175148321024,10.557296563563431,2.143255266296689,7.149053335912311,0.0,53,0.4542262562940281,28,AMID-05,cc1373,wells,middle,4,K04,NA,NA,NA
+19.95407202148437,246.67230148178683,23.682647959465505,5.104922934502483,0.09600854176655146,12.362003164877674,1.1868578971733994,5.564693886328397,15.0,72,0.29188522411105067,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+19.95407202148437,332.67458831674725,75.41716561411369,8.039348530291761,0.22669950835651817,16.672015013204298,3.7795376068059037,3.776945859694441,1.0,39,0.11723167734972047,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+19.95407202148437,308.785813305316,120.2609458685438,6.963013298476582,0.38946396073460215,15.474827041460465,6.026887431250119,4.390790258257565,1.0,59,0.1910709542269773,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+13.402735092124843,173.65634744860847,107.8299421587177,4.963802661177965,0.6209386742435584,12.956784287309027,8.045368457821438,3.5457095996944146,0.0,32,0.18427198585107876,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+19.95407202148437,146.1690722982238,69.36651207538901,4.018122747603641,0.47456353785883565,7.325275369400535,3.4763085950929065,3.5426050241873464,1.0,58,0.39680076700264316,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+11.002245224878601,101.61099347286327,29.98695487807377,4.40701693353995,0.2951152611856141,9.23547797708576,2.7255304953816504,4.931714651028801,0.0,29,0.2854021893580332,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+13.102673858719061,138.13714236168198,32.59502912830613,5.278285216133739,0.23596136832600137,10.542668149353332,2.487662402328365,4.661524868439386,0.0,31,0.22441466118383468,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+17.853643387643913,275.28052986632974,58.129084340509884,6.896058227157937,0.21116307923679203,15.4187312857859,3.255866776231212,4.6869521523434345,1.0,50,0.18163289653750272,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+17.553582154238132,112.99977488176734,71.30728863053663,3.189223395346186,0.6310392096368871,6.437419661062441,4.0622642150178,4.8821291918282785,1.0,58,0.5132753588286871,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+11.952439130663572,439.5540055435053,392.35299130477847,12.865441494857492,0.8926161207873351,36.77525572297997,32.82618610440863,1.356072267555983,1.0,7,0.0159252331038243,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+16.85343927629131,217.7178141691818,52.836756305039906,8.623686558914102,0.24268458006831767,12.918301754316568,3.1350726364421275,5.509606183349645,3.0,67,0.30773779470308466,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+16.303327015047383,265.55516448720846,71.19138703555768,5.950769081711665,0.2680851158478859,16.288403234634906,4.366678468134179,3.447672984402253,8.0,40,0.15062783688368736,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+13.752806531098251,129.63793617610565,52.55942629965091,3.655932776144539,0.4054324517188546,9.426289527374978,3.821723673695401,2.43929235052844,3.0,21,0.161989619855354,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+15.103082081424262,200.64498239068973,27.27922199372066,7.052281922485605,0.13595765849057417,13.285035551615593,1.806202326561689,3.294956546062703,3.0,27,0.13456603638074752,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+11.902428925095942,47.822491450408776,7.324532610870674,5.338984918527505,0.1531608326694168,4.017876666297614,0.615381335773163,8.400250300767578,5.0,59,1.2337291138664772,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+11.902428925095942,114.20311576366461,63.999158772115,5.025969081019838,0.560397659417251,9.59494204774208,5.376983065798826,3.350130739179083,1.0,25,0.2189082130800683,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+11.30230645828438,149.04898640795219,75.60537229720988,4.810805550618581,0.5072518379311577,13.1874840731028,6.689375533769264,1.850365405484859,0.0,11,0.07380123988158244,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.402122758067042,85.35190572721811,6.15795526518396,4.018221094187766,0.07214783563081278,8.205239229754916,0.5919902512598546,4.660003612318609,0.0,31,0.3632022007695409,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.002041113526001,174.51289241552195,154.17443573396667,6.408941327587428,0.8834558501664815,17.44772796219803,15.414297340317155,1.2667507100546864,0.0,7,0.04011164965011713,38,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.002041113526001,122.4293607691615,94.73300692081888,4.734751349874593,0.7737768646806575,12.240437664628006,9.471367478454887,2.0496277842038797,0.0,13,0.10618367945668916,24,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+17.603592359805763,206.56867280919425,84.00950978136855,4.408205921325305,0.4066904658818592,11.734461272850874,4.772293521928356,2.363202484908976,0.0,23,0.11134311745927179,24,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+17.603592359805763,176.95708712608928,72.06604022163528,4.604115404800467,0.4072515059557079,10.05232815604927,4.09382577991203,3.11803752225557,2.0,39,0.22039241622581004,24,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+11.702388102825422,79.98110094143713,50.39812229890553,2.93017662400446,0.630125388444046,6.83459651471707,4.306652783694417,1.6904360361959898,0.0,13,0.16253839778373036,24,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+12.502551391907502,160.71903646552647,122.52524155981406,4.98546009903427,0.7623567453759293,12.854899086402053,9.800019029645476,1.4903408645391965,0.0,11,0.06844242127073386,24,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+16.253316809479752,503.78261035511593,389.74767470558595,10.032782100860743,0.7736425725986317,30.995680220869414,23.979577785517936,2.42513062828752,0.0,25,0.04962457910640766,24,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+15.053071875856633,264.0617484290598,143.0954791069375,6.049464580441139,0.5419015815741298,17.542050593180516,9.506064960497923,2.573709081712184,3.0,24,0.09088783264815654,24,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+13.302714680989583,488.9577839251359,408.0265615364571,11.134770735948166,0.8344821883414988,36.75624078624248,30.672428246510673,2.2619633959713616,0.0,21,0.042948493081389004,24,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+12.302510569636981,374.64289207380085,313.7809430071391,9.842919688474723,0.8375467669231196,30.452556000921664,25.505439823117182,1.61852121368052,0.0,14,0.03736891929940083,24,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.252092141364152,136.01213908999736,68.1303655235858,7.299177673778942,0.5009138594497428,13.266769086207166,6.645508505400568,4.173668329371404,1.0,35,0.25732997241401356,24,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+19.95407202148437,356.1337140165897,203.27641189611347,7.821435167119205,0.5707867688332486,17.847671073510394,10.187214503247636,1.7673669744836462,0.0,21,0.058966616114928566,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+19.95407202148437,148.5760917169476,46.290015575245675,2.923054984384011,0.31155763380445367,7.445903350302486,2.3198280293568967,4.113097885441947,1.0,53,0.35671957303177915,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+14.052867764504033,310.26517788751306,260.1208107727692,8.02638012048709,0.8383822269190525,22.07842435344109,18.510158576301784,1.3832994149863378,0.0,12,0.038676592976703984,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+19.95407202148437,240.94237004215594,157.38388619377568,4.931516355794827,0.6532013699634455,12.074847168173767,7.887306712350334,1.6245787636729774,0.0,16,0.06640592103912897,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+12.802612625313282,260.13849108931396,207.58099599763844,7.614851258828253,0.7979634045250503,20.319172242622496,16.21395585985395,2.110578514565918,0.0,21,0.08072623129343062,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+15.053071875856633,511.1024746300236,195.77298065875289,12.283959648963503,0.38304056500698586,33.95336704993565,13.005516898696927,5.583097607924066,3.0,55,0.1076105139968523,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.952235019310972,319.4256025324599,185.77990200064733,9.749424598519653,0.5816061722283782,29.16533492654686,16.96273880838754,1.703667914312044,0.0,13,0.04069805268248323,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+16.953459687426573,250.28380606626774,164.004209527772,6.031299451596731,0.6552729563507937,14.762992963134785,9.673790043539295,3.208672394149012,3.0,36,0.14383671307311136,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+17.203510715264724,483.2235398903965,405.96651815546113,9.705988321851748,0.8401215682653651,28.088658639985088,23.59788794709477,1.1671893391175805,0.0,17,0.03518040533343201,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+11.852418719528313,399.8130911649174,372.3161617629391,9.644835837095172,0.9312255401096003,33.73261615421807,31.41267369752155,0.9492942530398089,0.0,13,0.032515193442321975,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+12.852622830880913,135.28265089946956,47.75994874579369,3.5630125551577816,0.35303823829771624,10.525684343154209,3.715969057385017,2.405811020899083,0.0,10,0.0739193084516886,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+12.452541186339872,190.9270178264615,45.375730399331225,4.655927506617502,0.23766008035894845,15.33237392829535,3.643893219892119,5.01839629763772,10.0,41,0.214741739889668,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.352112552499412,151.49339807242788,92.53351042440696,6.619128694755275,0.6108088642923394,14.634056314993538,8.93861131775134,3.2534442174518334,4.0,25,0.16502369290078028,39,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+12.402530980772243,103.14995647112875,6.654724858596748,4.562437049228933,0.06451505251443687,8.316847313749353,0.5365618412010926,4.144689895210375,4.0,37,0.3587010723592128,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.75219419704045,81.57240561225322,29.161213618308512,3.357947006908674,0.35748870465980376,7.586582247064147,2.712117460298025,3.790087278780454,1.0,31,0.3800304743659957,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+19.95407202148437,110.60409563717865,22.94463321525047,3.1405768262595046,0.2074483144866276,5.542933568551431,1.1498722261073422,9.498183259591428,2.0,121,1.0939920380247372,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+19.95407202148437,478.28690688663823,105.30468020070892,10.410225449149777,0.2201705266953248,23.969388622616524,5.2773529176064065,4.8427250885152455,10.0,57,0.11917533007758024,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+18.85384749899651,229.8517241183926,75.02437655366892,7.798908937902468,0.32640336652434754,12.191237047537717,3.979260814412658,5.042359259079281,1.0,61,0.26538848135235205,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+11.552357486122531,305.03971367903296,122.73856281787202,11.305627178121668,0.40236912544121795,26.404975265478683,10.62454680486765,4.114263957207031,1.0,30,0.09834784998377759,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+12.252500364069352,322.77811493791205,72.19633808034037,10.503667603164814,0.2236717259911741,26.343856792240047,5.892375917984647,7.636708794144658,10.0,64,0.19827862249059455,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+13.352724886557212,72.23622835871328,19.819391878483003,2.91397914162998,0.2743691403718249,5.409849223467244,1.4842956809838923,3.484334426513387,2.0,35,0.4845214208332657,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+13.452745297692472,186.57896380116634,141.17711504284728,6.634357025531131,0.7566614808371273,13.869211054874423,10.494297774823936,2.5246397880243627,0.0,21,0.11255288148335577,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+11.802408513960682,239.21656787995437,152.4957877185045,7.521546225643618,0.637480041913448,20.268453476846947,12.92073457194116,4.224905356246708,5.0,36,0.15049124865826943,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+14.903041259153742,489.6853055251818,418.2515750883667,11.532668437703176,0.8541231896672838,32.858078898789024,28.064847155372956,2.2757314850425514,0.0,18,0.03675830129453284,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+15.253112698127152,246.62013013197313,230.00980215623696,8.585913695057116,0.9326481258166253,16.168511635153283,15.079532073770007,1.0218194359467134,0.0,4,0.01621927617124965,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.75219419704045,326.22896173569285,60.591616650535684,11.090150416202839,0.18573340738406405,30.340687282739705,5.635279231397585,1.8394920882215908,0.0,13,0.03984931298200452,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+13.602775914395362,333.2047151495327,110.68027478448377,13.226959576353366,0.33216899327133964,24.4953469237785,8.136594727503711,2.8352876608463307,0.0,31,0.09303589832481239,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+13.202694269854321,138.45121438730536,64.48459194051331,4.622492778779556,0.46575678101401996,10.486587931027886,4.88419943857602,3.797952200621159,0.0,34,0.24557386622039967,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.402122758067042,257.3906406493152,166.92287567414118,8.893556362972994,0.6485196013850681,24.744049521017608,16.047001132022725,1.7043808356920545,0.0,9,0.03496630637887938,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+12.852622830880913,290.6459340233117,127.06605245985922,12.762204608182998,0.43718503369693684,22.613744902322868,9.886390827135957,7.493716451137508,1.0,60,0.20643674304828777,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+11.202286047149121,222.4354344796683,151.0961993937274,7.015303145055441,0.6792811574611703,19.856253763157213,13.487979039080153,1.9210515124665293,0.0,15,0.06743529885464843,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.702183991472822,144.0707490745058,61.555572578135276,5.634976221921633,0.4272593359412741,13.46180828037502,5.751683266441775,3.132927918121921,3.0,23,0.15964378715144745,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+10.452132963634671,99.33906418944542,55.97046898874257,4.946774329291273,0.56342859121366,9.504190631239426,5.354932737985295,2.873090336339166,0.0,11,0.11073186655978916,51,AMID-05,cc1373,wells,top,4,L02,NA,NA,NA
+12.352520775204612,127.56425614407294,48.407296237628024,4.833859488075646,0.3794738251987776,10.326981712116158,3.91881925305454,3.4917033475108346,5.0,32,0.2508539693427815,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+17.853643387643913,159.13906911062702,53.80798952042262,5.33303374266103,0.3381192928998315,8.913534658184302,3.0138380358634174,3.702455414987818,5.0,48,0.30162297836889035,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,149.94838049535346,63.37559196251442,3.326305290619281,0.42264939276538754,7.514675718014116,3.176073129047469,2.2125303809509957,1.0,42,0.28009638957922245,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,248.3714647965668,109.63401344981487,8.89322986748266,0.4414114702734173,12.44715687751089,5.49431781802596,3.9930003248382775,0.0,43,0.17312777872941215,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,171.43156212208197,37.40670851388551,3.5888678728963583,0.2182019929751733,8.591307174671071,1.874640347775133,7.805393485582258,0.0,96,0.5599902305716336,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.904061815916744,204.21479404289002,154.54715558653373,3.462627994995813,0.7567872656379396,10.259955778452463,7.764603879141217,1.8536418185863777,1.0,25,0.12242012199541918,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+11.352316663852012,151.444856660886,95.33777062367692,4.758379857988231,0.6295213500525569,13.3404362426848,8.398089433784996,2.1024697250105615,0.0,12,0.07923676158161182,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,210.07878069457172,138.29726501410448,3.48264131599565,0.6583114418165412,10.528115788515835,6.930779084349353,2.731241621391918,0.0,27,0.12852321358078816,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,99.61850555460805,30.253599127091668,2.1627447817019245,0.303694569183308,4.992389796295698,1.516161668381165,4.837429500359524,1.0,61,0.6123360279337008,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+18.303735237752583,235.1219066928155,150.56841939049562,5.546294285826889,0.6403844776029816,12.845569695952662,8.226103439255336,2.90003833082848,2.0,32,0.1360996108363807,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,141.4810305452662,38.12794134033274,3.0741964903914436,0.26949154380193663,7.090333762098024,1.9107849916187896,3.095666790213728,4.0,49,0.34633618239247044,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,295.9423603258849,115.78314871454138,9.670802026771014,0.3912354709445571,14.831176313648985,5.80248224973222,3.9164850652162655,3.0,50,0.1689518186748972,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.602163580337562,142.89799787557183,47.61855222160057,7.908036400259775,0.3332345654210238,13.47819214377959,4.49139950169345,5.7322670922419565,3.0,43,0.30091394308716746,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.402122758067042,98.77158319017607,33.670319616899036,5.861309067523436,0.3408907555128459,9.49532950989036,3.2368700504699457,3.633841549571808,1.0,27,0.27335797531982303,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.652582008610391,259.1771054311084,146.18059061340352,7.297591691216752,0.5640181464726624,20.484127686722918,11.553419729974804,2.838207766261806,2.0,16,0.06173384787744281,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,360.00159514011466,224.60611630234243,6.59497759419105,0.6239031141373816,18.041510261790382,11.256154436072547,2.8973689428566316,0.0,36,0.09999955690748702,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+14.602980025747963,159.15946104266604,37.18763891610304,5.355299372431119,0.2336501937898251,10.899108316387217,2.546578770260168,5.418723679932652,0.0,56,0.35184838923894085,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.754031199213852,215.40503135791909,74.06541509587089,4.520393639314065,0.34384254921512525,10.90435816292988,3.74938230829657,3.5405811150851014,1.0,60,0.2785450257208868,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.552153374769931,76.96902136161664,48.22289253960274,2.9977299959207606,0.6265233945620986,7.294153015786201,4.56995750790574,2.3402019355907995,0.0,13,0.16889912032171056,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+13.602775914395362,175.45985055145132,87.27959511881909,7.348004279948491,0.4974334290409388,12.89882680238583,6.416307646915952,3.8665645716718773,0.0,22,0.1253848098630905,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+17.653602565373394,201.43990170466853,65.59093910546798,4.472041788613808,0.32561046024352713,11.410696539627681,3.7154421519673915,3.6326242199604732,7.0,40,0.19857039077910238,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+14.953051464721373,147.92622485433873,63.805162122980846,7.032325150864764,0.43133097046050534,9.892711544753258,4.267032871084267,2.805075456088715,2.0,30,0.20280379648396124,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+13.152684064286692,99.3920259941305,55.6470702871017,3.4603999848224185,0.5598745948733138,7.5567865470142594,4.230852806553717,4.667655014232664,1.0,52,0.5231808032876883,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.752602419745651,149.72109155345504,66.23792996951988,5.589561221926843,0.4424088101566565,11.740434354138769,5.194071593336867,5.081795785014627,2.0,45,0.3005588560241936,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.952235019310972,76.1701530810259,25.647710266189605,3.4799291565708286,0.3367160131463421,6.95475881833459,2.3417786617039886,3.6603868159210013,0.0,27,0.3544695514958305,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.602163580337562,141.18351308813737,9.507271588918226,5.259879496670152,0.06733981455032267,13.316481302926872,0.8967293814019349,7.484254807770338,9.0,50,0.3541490001653822,45,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,110.69981300422795,41.821622641252006,2.4853795403527172,0.37779307395627415,5.547730452462958,2.0958941411168124,2.0630935393739827,0.0,26,0.23486941210105733,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.202081935796521,82.03318770200428,13.771637883773918,2.954706347892082,0.16787885817385395,8.040828158238037,1.3498850499771748,3.2951699494645754,5.0,24,0.29256451775570363,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.552561597475131,232.3397748099607,61.52454982463976,6.83545054379789,0.26480420700658325,18.5093514981591,4.901354145676134,2.1899355537072287,1.0,24,0.10329699260331336,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.702183991472822,67.96676148636783,4.264189846007755,4.8392053352638555,0.06273934130086556,6.350737526146224,0.3984410891651025,10.732100909602138,0.0,85,1.250611300893725,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.752602419745651,218.02449927387772,95.67629495857888,8.3842149465832,0.43883277006586474,17.096471143513167,7.502491790259006,6.164349346465305,4.0,52,0.2385053063907222,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.102469747366461,81.8857461455035,20.334477012391744,3.17323687667718,0.2483274314464844,6.7660360120563094,1.6801923439483577,4.313109785584265,3.0,27,0.3297277153953444,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,260.69494268089727,3.4733397681950717,5.570661719239425,0.013323387605745007,13.064749009636197,0.17406671502715626,4.406594895387413,0.0,54,0.2071386557970114,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.052051319093632,136.831809959134,11.687885275982081,6.118391098798554,0.08541789573252571,13.612327038086768,1.162736331616336,8.846573214885169,3.0,68,0.4969604657009856,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,550.0400621196203,221.76530031040735,11.355706481485775,0.4031802691895173,27.565304040568616,11.113786703367344,6.4592496885339985,4.0,82,0.14908005006763853,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.05388832126703,111.02213010906681,23.001150271933913,3.044555495548459,0.20717626521251087,5.826744034452498,1.2071630674071463,9.94399987898743,1.0,125,1.1259016547169605,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.302510569636981,167.220373668567,13.707669901946044,7.11041124537752,0.08197368299819033,13.592377972124863,1.1142172830785486,4.4157573537831025,7.0,37,0.2212649044388245,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+17.253520920832354,165.47465692713052,40.35579287530117,4.5296288162421385,0.24387899406899816,9.590776148613937,2.3389888394649074,4.313989599921099,7.0,48,0.29007463070999195,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+15.103082081424262,91.77308737859681,15.661095618064307,3.522021197386593,0.170650198935301,6.0764476339217754,1.03694699754869,3.825409385060669,5.0,36,0.3922718634438779,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+11.902428925095942,155.71814331963333,65.51571705415486,5.031774841040342,0.42073271397588313,13.08288789620965,5.504398931214518,4.009003170452133,0.0,29,0.18623391842319512,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.102469747366461,82.44950126301036,34.916992005729334,2.892458569019711,0.4234954908259012,6.812617836202537,2.8851129343518824,2.21724625946952,1.0,11,0.13341499744080287,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+11.652377897257791,149.12569163550927,38.1639866958852,7.024813456153652,0.25591825444246746,12.797876360549868,3.2752101787624404,5.59408988331431,9.0,43,0.2883473634113962,34,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,172.18162385929747,112.91015733857498,3.071288698244473,0.6557619495495195,8.628896581806012,5.658502044946295,1.1002603237033333,0.0,14,0.08130948986426363,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+11.002245224878601,59.29740338647338,21.91243001186355,2.6282630216769007,0.3695343937583294,5.389572962106711,1.9916325771683872,5.302027594160305,1.0,37,0.623973359488457,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.902633036448542,74.50482634337075,30.976137262296174,2.3341396025723427,0.41576014310182136,5.774389315181071,2.40076092800531,7.845849069516276,3.0,60,0.8053169565616825,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.852622830880913,90.8913051473623,70.05454803789041,2.5535429260129945,0.770750820711737,7.071809882180496,5.4506032706079885,1.2457173878355114,0.0,17,0.18703659247095042,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,220.87184809531558,138.68947497810248,4.41632213729622,0.6279182982081631,11.069011270356489,6.950434719729224,2.003879835425662,0.0,25,0.11318780648410855,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+18.803837293428884,278.58507156725375,230.69682796104846,7.749776991151275,0.8281019031752227,14.815330893370737,12.26860370897098,1.2803922992068575,0.0,19,0.06820178803232525,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+18.60379647115836,197.87450662894108,69.96370932776381,4.524155937982982,0.35357616561976524,10.636243356871152,3.760722142721202,3.4869387327015198,3.0,49,0.2476316976591934,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+13.702796325530622,206.07526992638054,148.49141953651517,5.57894563121846,0.720568846468395,15.038920891090495,10.836577878622526,1.3920050808488063,1.0,15,0.07278893777675838,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.75219419704045,410.30599544334564,277.8024116627641,13.883239882982537,0.6770615461336162,38.16021064391514,25.836811219353663,1.5942123460009299,0.0,8,0.019497643438906625,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+16.903449481858942,256.34170901476944,178.75058540111752,5.1553613976479085,0.6973136993122667,15.165053102911305,10.574799279458052,2.525354092888449,1.0,23,0.08972398634774971,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+17.253520920832354,164.2963972481794,125.00316786596402,6.837806912694621,0.7608393729847852,9.522485178651484,7.2450816525821065,2.2692681744735954,0.0,28,0.17042370051306938,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.30210234693178,126.84459860085946,94.29660809058045,5.729957962301015,0.7434026291281237,12.312496452594154,9.153142233989191,4.257505078483586,0.0,31,0.24439353620052337,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+14.853031053586113,304.9057042243135,206.18203314062555,7.458636529314951,0.676215729269995,20.528180620123134,13.881478628622741,3.094867663474978,1.0,29,0.09511137246112403,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+13.852826942233513,92.09868049623125,55.005399106814856,3.0291916842671114,0.5972441603988639,6.648367216329495,3.970698496140041,3.7262778881486045,1.0,36,0.3908850789830061,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+13.852826942233513,119.76043801940367,68.37475856292684,3.138038162349627,0.5709294295654523,8.645198450742683,4.935798219962652,2.660039842169742,1.0,24,0.20040006864463458,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+13.152684064286692,152.41694726309737,140.83176609697125,4.0855947188001664,0.9239902033588946,11.588277078513052,10.707454494354492,0.9591118736056037,0.0,6,0.03936570117523078,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+11.452337074987271,121.96850993519851,71.9786985429641,3.647384958596426,0.5901416569014917,10.650097804192868,6.285066364329317,2.189306634183436,1.0,17,0.13938023846509273,44,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,359.81866979779534,166.30643259369387,8.325667690095571,0.4621951181331193,18.032342942853056,8.334460876688889,2.352538343677431,0.0,31,0.08615450670589395,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+11.30230645828438,229.47792546490012,129.43489191474563,9.037395977376633,0.5640407095912299,20.30363681182057,11.452077714621892,5.88067230412346,5.0,46,0.20045501068047586,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.202081935796521,103.55100812418016,67.92512579535637,4.389344884647599,0.6559581314157693,10.149987892260098,6.657967091699617,2.624581890503871,0.0,18,0.1738273757645516,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,290.9670061639622,227.3325134110844,4.456985670513234,0.7812999707705028,14.581836020772132,11.392788056809533,0.9491405571833061,0.0,11,0.037804973646398295,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+11.30230645828438,102.36190368841879,92.33052843715232,3.163010740366863,0.9020008920330248,9.056726966856345,8.169175803003975,1.1785816001870362,0.0,6,0.0586155569972937,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+14.052867764504033,92.28868489051322,23.233963799416887,3.7292641942872145,0.25175311390535604,6.567249221801125,1.6533254413809595,4.712834630195679,0.0,46,0.49843596812081725,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.552561597475131,96.31566236651022,59.29017737043872,3.213534229094609,0.6155818889021566,7.672988626152889,4.723352832011959,2.5477043462638242,0.0,13,0.13497285571822232,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+14.903041259153742,181.7645150580298,137.1781219012513,4.823512899377789,0.7547024338466509,12.196471303894864,9.204706577390288,2.209681818155278,0.0,14,0.07702273458342729,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,184.03502063869323,24.96241098547416,3.6715268731602393,0.13563946089631287,9.222930559764661,1.2509933290106077,3.9677748552195444,10.0,50,0.27168742028813364,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+16.303327015047383,131.61258603943236,14.341546345714402,5.048609324334016,0.1089678941603468,8.072744042854485,0.8796699184453377,6.814882636507341,6.0,70,0.5318640268874236,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,187.0806698321335,84.45363830080547,3.5126235159441848,0.4514289925120819,9.375563525615494,4.232401196601625,4.789010493854504,1.0,57,0.3046813978758244,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+15.203102492559522,117.2661951435708,37.406418606337816,2.7542289805522273,0.3189872286769479,7.713306885943937,2.460446387482076,3.962643310028874,1.0,35,0.2984662370698475,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+19.95407202148437,209.11179859237555,84.86554932259506,4.502983577630033,0.4058381683571314,10.479655399019645,4.2530441521520554,1.5918928816577087,0.0,16,0.07651409488944723,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.652173785905191,173.28667154708455,142.38605069711576,5.585745073526148,0.8216791829741352,16.267728543480494,13.36685389845207,1.5028779584716632,0.0,10,0.05770784279437702,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+15.403143314830043,130.33175317054932,86.77028967353893,3.2991289856814205,0.6657647700019288,8.461373792780774,5.6332845770510405,1.5024355302353445,0.0,13,0.09974545483930136,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.902633036448542,240.21660912667434,188.41055314328668,6.75424411901269,0.7843360782931185,18.617642495767214,14.602488702193362,1.5002687610225776,0.0,19,0.07909528016849433,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.702592214178022,193.23512076450453,144.3681997557343,7.025059681911706,0.7471115974392445,15.21225884499581,11.365255006344096,2.0338726354764893,0.0,14,0.07245059772059649,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.75219419704045,113.98566130042005,97.97229675575969,3.5692926031952794,0.8595142199293329,10.601153514488669,9.111842193356834,1.3243056088166862,0.0,8,0.0701842662377967,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+17.153500509697093,267.57871437771655,176.29110872835687,5.86485611979532,0.658838312824475,15.599073450136366,10.277267233512907,2.737383745028114,0.0,31,0.11585375941466,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+13.052663653151432,196.1655611310543,113.24021929821329,5.553388538202242,0.5772686023239306,15.028776220989355,8.675640643729649,3.080034883146205,2.0,23,0.11724789951603258,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+16.553378042885534,275.6888630649155,98.38638429017121,6.767395991275976,0.35687471447479,16.65453796504114,5.943583480983607,5.891876146872897,9.0,63,0.22851848021574092,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+15.453153520397672,341.51549496207883,98.26150847999571,7.999643146003052,0.2877219626327832,22.10005190922935,6.358670309609857,3.8786890762954704,3.0,42,0.12298124278274282,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.752602419745651,285.5678526635506,271.4379155015031,6.918353976237896,0.9505198605856554,22.392907993539268,21.284903784126353,0.6085920442121343,0.0,5,0.017508973623480244,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+15.053071875856633,334.65452481866345,282.72218215525515,7.322721086836907,0.84481804723379,22.231643320285354,18.781693496641605,1.5652876753524403,0.0,14,0.041834187084684026,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+10.452132963634671,182.3927162270108,107.81009881802531,8.46612132837798,0.591087742143398,17.450286641166564,10.314650530482243,3.024467178839505,0.0,15,0.08224012619742228,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
+12.202490158501721,306.3950338861961,152.1787888337217,8.584881481938709,0.4966751154662816,25.109221962594617,12.471125717540176,2.8251936524637573,3.0,25,0.08159401176614932,54,AMID-05,cc1373,wells,middle,4,L04,NA,NA,NA
diff --git a/notebooks/1_Compute-Summary-Motility-Metrics.ipynb b/notebooks/1_Compute-Summary-Motility-Metrics.ipynb
new file mode 100644
index 0000000..528c124
--- /dev/null
+++ b/notebooks/1_Compute-Summary-Motility-Metrics.ipynb
@@ -0,0 +1,829 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "d974e27e-93d8-4c05-b532-314091ff7063",
+   "metadata": {},
+   "source": [
+    "# Compute Summary Motility Metrics\n",
+    "---\n",
+    "\n",
+    "#### Overview\n",
+    "This notebook computes summary motility metrics on cell trajectories.\n",
+    "\n",
+    "all of the cell trajectories output by the script `src/chlamytracker/scripts/track_cells.py`.\n",
+    "\n",
+    "Distributions of select motility metrics are shown.\n",
+    "\n",
+    "Summary motility metrics are filtered by trajectory duration.\n",
+    "\n",
+    "#### Imports"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "3edafffa-cea3-4716-aeac-f7b51425059c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import re\n",
+    "from pathlib import Path\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "import pandas as pd\n",
+    "import seaborn as sns\n",
+    "from chlamytracker.timelapse import Timelapse\n",
+    "from chlamytracker.tracking_metrics import TrajectoryCSVParser\n",
+    "from natsort import natsorted\n",
+    "from tqdm.notebook import tqdm"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ab0e1a4b-6729-446f-bcd2-dc521672e01e",
+   "metadata": {},
+   "source": [
+    "## Collect csvs of cell trajectories\n",
+    "---\n",
+    "\n",
+    "#### Datasets\n",
+    "| Experiment ID | Date          | Substrate               |\n",
+    "|---------------|---------------|-------------------------|\n",
+    "| AMID-04       | 01 March 2024 | Agar microchamber pools |\n",
+    "| AMID-05       | 01 March 2024 | 384-well plate          |\n",
+    "\n",
+    "#### Collect csv files"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "13ccce58-0fb8-429c-a3e3-0cdee9500c44",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "AMID-04 csv files :: 644\n",
+      "AMID-05 csv files :: 53\n",
+      "----------------------\n",
+      "Total :: 697\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "# TODO: remove references to local paths\n",
+    "input_directories = {\n",
+    "    \"AMID-04\": Path(\"/Volumes/Microscopy/Babu_frik/Tara/2024-03-01/\"),\n",
+    "    \"AMID-05\": Path(\"/Volumes/Microscopy/Hina/Tara/2024-03-01/20240301_143720_957\"),\n",
+    "}\n",
+    "\n",
+    "csv_files = {\n",
+    "    \"AMID-04\": natsorted(input_directories[\"AMID-04\"].glob(\"*/processed/*/*_tracks.csv\")),\n",
+    "    \"AMID-05\": natsorted(input_directories[\"AMID-05\"].glob(\"processed/*_tracks.csv\")),\n",
+    "}\n",
+    "\n",
+    "out = f\"\"\"\\\n",
+    "AMID-04 csv files :: {len(csv_files[\"AMID-04\"])}\n",
+    "AMID-05 csv files :: {len(csv_files[\"AMID-05\"])}\n",
+    "----------------------\n",
+    "Total :: {sum([len(csvs) for csvs in csv_files.values()])}\n",
+    "\"\"\"\n",
+    "print(out)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4b527a33-e3e1-478b-964c-3f2a27528be2",
+   "metadata": {},
+   "source": [
+    "## Experimental parameters\n",
+    "---\n",
+    "\n",
+    "#### Table of experimental parameters\n",
+    "| strain | substrate      | position_in_tube | time_in_water |\n",
+    "|--------|----------------|------------------|---------------|\n",
+    "| cc124  | pools          | top              | 4             |\n",
+    "|        | 384-well plate | middle           | 21            |\n",
+    "\n",
+    "#### Create mappings from directory structure to experimental parameters\n",
+    "\n",
+    "Each subdirectory within `AMID-04` and `AMID-05` contains timelapse microscopy data of _C. smithii_ cells prepared under different conditions.\n",
+    "\n",
+    "Cells prepared with different conditions for `AMID-04` were deposited onto\n",
+    "\n",
+    "For `AMID-05` each well ID"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "4ee5d5d6-a457-409c-ab90-f96342bec791",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "experimental_parameter_sets = {\n",
+    "    \"AMID-04\": {\n",
+    "        \"S1-Cs3-T\": {\"strain\": \"cc1373\", \"substrate\": \"pools\", \"position_in_tube\": \"top\", \"time_in_water\": 21},  # noqa: E501\n",
+    "        \"S2-Cs3-M\": {\"strain\": \"cc1373\", \"substrate\": \"pools\", \"position_in_tube\": \"middle\", \"time_in_water\": 21},  # noqa: E501\n",
+    "        \"S3-Cs4-T\": {\"strain\": \"cc1373\", \"substrate\": \"pools\", \"position_in_tube\": \"top\", \"time_in_water\": 4},  # noqa: E501\n",
+    "        \"S4-Cs4-M\": {\"strain\": \"cc1373\", \"substrate\": \"pools\", \"position_in_tube\": \"middle\", \"time_in_water\": 4},  # noqa: E501\n",
+    "    },\n",
+    "    \"AMID-05\": {\n",
+    "        \"I02\": {\"strain\": \"cc1373\", \"substrate\": \"wells\", \"position_in_tube\": \"top\", \"time_in_water\": 21},  # noqa: E501\n",
+    "        \"J02\": {\"strain\": \"cc1373\", \"substrate\": \"wells\", \"position_in_tube\": \"top\", \"time_in_water\": 21},  # noqa: E501\n",
+    "        \"K02\": {\"strain\": \"cc1373\", \"substrate\": \"wells\", \"position_in_tube\": \"top\", \"time_in_water\": 4},  # noqa: E501\n",
+    "        \"L02\": {\"strain\": \"cc1373\", \"substrate\": \"wells\", \"position_in_tube\": \"top\", \"time_in_water\": 4},  # noqa: E501\n",
+    "        \"I04\": {\"strain\": \"cc1373\", \"substrate\": \"wells\", \"position_in_tube\": \"middle\", \"time_in_water\": 21},  # noqa: E501\n",
+    "        \"J04\": {\"strain\": \"cc1373\", \"substrate\": \"wells\", \"position_in_tube\": \"middle\", \"time_in_water\": 21},  # noqa: E501\n",
+    "        \"K04\": {\"strain\": \"cc1373\", \"substrate\": \"wells\", \"position_in_tube\": \"middle\", \"time_in_water\": 4},  # noqa: E501\n",
+    "        \"L04\": {\"strain\": \"cc1373\", \"substrate\": \"wells\", \"position_in_tube\": \"middle\", \"time_in_water\": 4},  # noqa: E501\n",
+    "    },\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "611d828e-f0dd-471c-8080-53c12d5e2f66",
+   "metadata": {},
+   "source": [
+    "#### Get frame rates and pixel sizes of raw image data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "aa642396-e74c-48b4-b72c-0f950b204847",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Pixelsizes\n",
+      "----------\n",
+      "AMID-04 pixel size :: 0.642 µm/px\n",
+      "AMID-05 pixel size :: 0.433 µm/px\n",
+      "\n",
+      "Framerates\n",
+      "----------\n",
+      "AMID-04 frame rate :: 20.0 fps\n",
+      "AMID-05 frame rate :: 20.0 fps\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "nd2_files = {\n",
+    "    \"AMID-04\": next(input_directories[\"AMID-04\"].glob(\"*/*.nd2\")),\n",
+    "    \"AMID-05\": next(input_directories[\"AMID-05\"].glob(\"*.nd2\")),\n",
+    "}\n",
+    "\n",
+    "pixelsizes = {\n",
+    "    \"AMID-04\": Timelapse(nd2_files[\"AMID-04\"], load=False).pixelsize_um,\n",
+    "    \"AMID-05\": Timelapse(nd2_files[\"AMID-05\"], load=False).pixelsize_um,\n",
+    "}\n",
+    "\n",
+    "framerates = {\n",
+    "    \"AMID-04\": Timelapse(nd2_files[\"AMID-04\"], load=False).framerate,\n",
+    "    \"AMID-05\": Timelapse(nd2_files[\"AMID-05\"], load=False).framerate,\n",
+    "}\n",
+    "\n",
+    "out = f\"\"\"\\\n",
+    "Pixelsizes\n",
+    "----------\n",
+    "AMID-04 pixel size :: {pixelsizes[\"AMID-04\"]:.3f} µm/px\n",
+    "AMID-05 pixel size :: {pixelsizes[\"AMID-05\"]:.3f} µm/px\n",
+    "\n",
+    "Framerates\n",
+    "----------\n",
+    "AMID-04 frame rate :: {framerates[\"AMID-04\"]:.1f} fps\n",
+    "AMID-05 frame rate :: {framerates[\"AMID-05\"]:.1f} fps\n",
+    "\"\"\"\n",
+    "print(out)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f468a1b5-938e-4fe1-9f6d-35920cabfa34",
+   "metadata": {},
+   "source": [
+    "## Compute summary motility metrics\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "fcba2449-f532-4418-ac54-8c146374cffd",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d62ce7b33adf4273bd59bd7b64e394d3",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/644 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "92d30d2390d04c808d3a86a11f9b7eb8",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "  0%|          | 0/53 [00:00<?, ?it/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# initialize dataframe to collect the summary motility metrics\n",
+    "# for each cell trajectory\n",
+    "motility_metrics_dataframe = pd.DataFrame()\n",
+    "\n",
+    "# loop through all the csv files of cell trajectories\n",
+    "for experiment_ID, csvs in csv_files.items():\n",
+    "    for csv in tqdm(csvs):\n",
+    "\n",
+    "        # ID tags relevant agar microchamber pools\n",
+    "        if experiment_ID == \"AMID-04\":\n",
+    "            well_ID = \"NA\"\n",
+    "            slide_ID = csv.parents[2].name\n",
+    "            timelapse_ID = int(re.findall(r\"\\d+\", csv.parent.name)[-1])\n",
+    "            pool_ID = \"x\".join(csv.stem.split(\"_\")[1:3])\n",
+    "            # get experimental parameters from slide ID\n",
+    "            experimental_parameters = experimental_parameter_sets[experiment_ID].get(slide_ID)\n",
+    "\n",
+    "        # ID tags relevant for 384-well plate\n",
+    "        elif experiment_ID == \"AMID-05\":\n",
+    "            well_ID = csv.name[4:7]\n",
+    "            slide_ID = \"NA\"\n",
+    "            timelapse_ID = \"NA\"\n",
+    "            pool_ID = \"NA\"\n",
+    "            # get experimental parameters from well ID\n",
+    "            experimental_parameters = experimental_parameter_sets[experiment_ID].get(well_ID)\n",
+    "\n",
+    "        else:\n",
+    "            raise ValueError(f\"Unknown experiment ID {experiment_ID}\")\n",
+    "\n",
+    "        ####\n",
+    "        # TODO: remove when becomes unnecessary\n",
+    "        if experimental_parameters is None:\n",
+    "            continue\n",
+    "        ####\n",
+    "\n",
+    "        # parse motility data from csv\n",
+    "        framerate = framerates[experiment_ID]\n",
+    "        pixelsize = pixelsizes[experiment_ID]\n",
+    "        cell_trajectories = TrajectoryCSVParser(\n",
+    "            csv, framerate, pixelsize\n",
+    "        )\n",
+    "\n",
+    "        # estimate cell count and compute motility measurements\n",
+    "        # for a batch of cell trajectories\n",
+    "        cell_count = cell_trajectories.estimate_cell_count()\n",
+    "        motility_metrics = cell_trajectories.compute_summary_statistics()\n",
+    "        dataframe = pd.DataFrame(motility_metrics)\n",
+    "\n",
+    "        # build up dataframe\n",
+    "        dataframe[\"cell_count\"] = cell_count\n",
+    "        dataframe[\"experiment_ID\"] = experiment_ID\n",
+    "        dataframe[\"strain\"] = experimental_parameters[\"strain\"]\n",
+    "        dataframe[\"substrate\"] = experimental_parameters[\"substrate\"]\n",
+    "        dataframe[\"position_in_tube\"] = experimental_parameters[\"position_in_tube\"]\n",
+    "        dataframe[\"time_in_water\"] = experimental_parameters[\"time_in_water\"]\n",
+    "        dataframe[\"well_ID\"] = well_ID\n",
+    "        dataframe[\"slide_ID\"] = slide_ID\n",
+    "        dataframe[\"timelapse_ID\"] = timelapse_ID\n",
+    "        dataframe[\"pool_ID\"] = pool_ID\n",
+    "\n",
+    "        # concatenate batch of motility metrics\n",
+    "        motility_metrics_dataframe = pd.concat([motility_metrics_dataframe, dataframe])\n",
+    "\n",
+    "# clean up dataframe by removing superfluous `cell_id` column and resetting the index\n",
+    "motility_metrics_dataframe = motility_metrics_dataframe\\\n",
+    "    .drop(\"cell_id\", axis=1)\\\n",
+    "    .reset_index(drop=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "21d34f76-39ce-4833-8a42-0f16fb0703e6",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>total_time</th>\n",
+       "      <th>total_distance</th>\n",
+       "      <th>net_distance</th>\n",
+       "      <th>max_sprint_length</th>\n",
+       "      <th>confinement_ratio</th>\n",
+       "      <th>mean_curvilinear_speed</th>\n",
+       "      <th>mean_linear_speed</th>\n",
+       "      <th>mean_angular_speed</th>\n",
+       "      <th>num_rotations</th>\n",
+       "      <th>num_direction_changes</th>\n",
+       "      <th>pivot_rate</th>\n",
+       "      <th>cell_count</th>\n",
+       "      <th>experiment_ID</th>\n",
+       "      <th>strain</th>\n",
+       "      <th>substrate</th>\n",
+       "      <th>position_in_tube</th>\n",
+       "      <th>time_in_water</th>\n",
+       "      <th>well_ID</th>\n",
+       "      <th>timelapse_ID</th>\n",
+       "      <th>pool_ID</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>3.900780</td>\n",
+       "      <td>229.179349</td>\n",
+       "      <td>30.311407</td>\n",
+       "      <td>16.290295</td>\n",
+       "      <td>0.132261</td>\n",
+       "      <td>58.752185</td>\n",
+       "      <td>7.770602</td>\n",
+       "      <td>2.392120</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>3</td>\n",
+       "      <td>0.013090</td>\n",
+       "      <td>3</td>\n",
+       "      <td>AMID-04</td>\n",
+       "      <td>cc1373</td>\n",
+       "      <td>pools</td>\n",
+       "      <td>top</td>\n",
+       "      <td>21</td>\n",
+       "      <td>NA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2x2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.850170</td>\n",
+       "      <td>46.590193</td>\n",
+       "      <td>36.584222</td>\n",
+       "      <td>16.127942</td>\n",
+       "      <td>0.785234</td>\n",
+       "      <td>54.801032</td>\n",
+       "      <td>43.031655</td>\n",
+       "      <td>4.136839</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>4</td>\n",
+       "      <td>0.085855</td>\n",
+       "      <td>3</td>\n",
+       "      <td>AMID-04</td>\n",
+       "      <td>cc1373</td>\n",
+       "      <td>pools</td>\n",
+       "      <td>top</td>\n",
+       "      <td>21</td>\n",
+       "      <td>NA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2x2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.650130</td>\n",
+       "      <td>22.472471</td>\n",
+       "      <td>19.085556</td>\n",
+       "      <td>10.022290</td>\n",
+       "      <td>0.849286</td>\n",
+       "      <td>34.566119</td>\n",
+       "      <td>29.356523</td>\n",
+       "      <td>2.799169</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1</td>\n",
+       "      <td>0.044499</td>\n",
+       "      <td>3</td>\n",
+       "      <td>AMID-04</td>\n",
+       "      <td>cc1373</td>\n",
+       "      <td>pools</td>\n",
+       "      <td>top</td>\n",
+       "      <td>21</td>\n",
+       "      <td>NA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2x2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>3.000600</td>\n",
+       "      <td>168.063715</td>\n",
+       "      <td>63.766316</td>\n",
+       "      <td>15.426156</td>\n",
+       "      <td>0.379418</td>\n",
+       "      <td>56.010036</td>\n",
+       "      <td>21.251188</td>\n",
+       "      <td>1.939173</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>2</td>\n",
+       "      <td>0.011900</td>\n",
+       "      <td>3</td>\n",
+       "      <td>AMID-04</td>\n",
+       "      <td>cc1373</td>\n",
+       "      <td>pools</td>\n",
+       "      <td>top</td>\n",
+       "      <td>21</td>\n",
+       "      <td>NA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2x2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2.850570</td>\n",
+       "      <td>112.221645</td>\n",
+       "      <td>8.051692</td>\n",
+       "      <td>15.485106</td>\n",
+       "      <td>0.071748</td>\n",
+       "      <td>39.368142</td>\n",
+       "      <td>2.824590</td>\n",
+       "      <td>4.061436</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>9</td>\n",
+       "      <td>0.080198</td>\n",
+       "      <td>3</td>\n",
+       "      <td>AMID-04</td>\n",
+       "      <td>cc1373</td>\n",
+       "      <td>pools</td>\n",
+       "      <td>top</td>\n",
+       "      <td>21</td>\n",
+       "      <td>NA</td>\n",
+       "      <td>1</td>\n",
+       "      <td>2x2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1994</th>\n",
+       "      <td>19.954072</td>\n",
+       "      <td>47.628602</td>\n",
+       "      <td>31.877719</td>\n",
+       "      <td>0.824480</td>\n",
+       "      <td>0.669298</td>\n",
+       "      <td>2.386911</td>\n",
+       "      <td>1.597555</td>\n",
+       "      <td>4.640156</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>84</td>\n",
+       "      <td>1.763646</td>\n",
+       "      <td>19</td>\n",
+       "      <td>AMID-05</td>\n",
+       "      <td>cc1373</td>\n",
+       "      <td>wells</td>\n",
+       "      <td>top</td>\n",
+       "      <td>21</td>\n",
+       "      <td>I02</td>\n",
+       "      <td>NA</td>\n",
+       "      <td>NA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1995</th>\n",
+       "      <td>19.954072</td>\n",
+       "      <td>90.879026</td>\n",
+       "      <td>32.830895</td>\n",
+       "      <td>1.592052</td>\n",
+       "      <td>0.361259</td>\n",
+       "      <td>4.554410</td>\n",
+       "      <td>1.645323</td>\n",
+       "      <td>10.093640</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>133</td>\n",
+       "      <td>1.463484</td>\n",
+       "      <td>19</td>\n",
+       "      <td>AMID-05</td>\n",
+       "      <td>cc1373</td>\n",
+       "      <td>wells</td>\n",
+       "      <td>top</td>\n",
+       "      <td>21</td>\n",
+       "      <td>I02</td>\n",
+       "      <td>NA</td>\n",
+       "      <td>NA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1996</th>\n",
+       "      <td>19.954072</td>\n",
+       "      <td>169.036297</td>\n",
+       "      <td>38.048613</td>\n",
+       "      <td>3.997798</td>\n",
+       "      <td>0.225091</td>\n",
+       "      <td>8.471268</td>\n",
+       "      <td>1.906809</td>\n",
+       "      <td>3.406205</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>44</td>\n",
+       "      <td>0.260299</td>\n",
+       "      <td>19</td>\n",
+       "      <td>AMID-05</td>\n",
+       "      <td>cc1373</td>\n",
+       "      <td>wells</td>\n",
+       "      <td>top</td>\n",
+       "      <td>21</td>\n",
+       "      <td>I02</td>\n",
+       "      <td>NA</td>\n",
+       "      <td>NA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1997</th>\n",
+       "      <td>19.954072</td>\n",
+       "      <td>74.651114</td>\n",
+       "      <td>43.324461</td>\n",
+       "      <td>1.406703</td>\n",
+       "      <td>0.580359</td>\n",
+       "      <td>3.741147</td>\n",
+       "      <td>2.171209</td>\n",
+       "      <td>6.367813</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>130</td>\n",
+       "      <td>1.741434</td>\n",
+       "      <td>19</td>\n",
+       "      <td>AMID-05</td>\n",
+       "      <td>cc1373</td>\n",
+       "      <td>wells</td>\n",
+       "      <td>top</td>\n",
+       "      <td>21</td>\n",
+       "      <td>I02</td>\n",
+       "      <td>NA</td>\n",
+       "      <td>NA</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1998</th>\n",
+       "      <td>19.954072</td>\n",
+       "      <td>78.577172</td>\n",
+       "      <td>45.183941</td>\n",
+       "      <td>1.564895</td>\n",
+       "      <td>0.575026</td>\n",
+       "      <td>3.937902</td>\n",
+       "      <td>2.264397</td>\n",
+       "      <td>6.307145</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>131</td>\n",
+       "      <td>1.667151</td>\n",
+       "      <td>19</td>\n",
+       "      <td>AMID-05</td>\n",
+       "      <td>cc1373</td>\n",
+       "      <td>wells</td>\n",
+       "      <td>top</td>\n",
+       "      <td>21</td>\n",
+       "      <td>I02</td>\n",
+       "      <td>NA</td>\n",
+       "      <td>NA</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "      total_time  total_distance  net_distance  max_sprint_length  \\\n",
+       "0       3.900780      229.179349     30.311407          16.290295   \n",
+       "1       0.850170       46.590193     36.584222          16.127942   \n",
+       "2       0.650130       22.472471     19.085556          10.022290   \n",
+       "3       3.000600      168.063715     63.766316          15.426156   \n",
+       "4       2.850570      112.221645      8.051692          15.485106   \n",
+       "1994   19.954072       47.628602     31.877719           0.824480   \n",
+       "1995   19.954072       90.879026     32.830895           1.592052   \n",
+       "1996   19.954072      169.036297     38.048613           3.997798   \n",
+       "1997   19.954072       74.651114     43.324461           1.406703   \n",
+       "1998   19.954072       78.577172     45.183941           1.564895   \n",
+       "\n",
+       "      confinement_ratio  mean_curvilinear_speed  mean_linear_speed  \\\n",
+       "0              0.132261               58.752185           7.770602   \n",
+       "1              0.785234               54.801032          43.031655   \n",
+       "2              0.849286               34.566119          29.356523   \n",
+       "3              0.379418               56.010036          21.251188   \n",
+       "4              0.071748               39.368142           2.824590   \n",
+       "1994           0.669298                2.386911           1.597555   \n",
+       "1995           0.361259                4.554410           1.645323   \n",
+       "1996           0.225091                8.471268           1.906809   \n",
+       "1997           0.580359                3.741147           2.171209   \n",
+       "1998           0.575026                3.937902           2.264397   \n",
+       "\n",
+       "      mean_angular_speed  num_rotations  num_direction_changes  pivot_rate  \\\n",
+       "0               2.392120            0.0                      3    0.013090   \n",
+       "1               4.136839            0.0                      4    0.085855   \n",
+       "2               2.799169            0.0                      1    0.044499   \n",
+       "3               1.939173            0.0                      2    0.011900   \n",
+       "4               4.061436            1.0                      9    0.080198   \n",
+       "1994            4.640156            0.0                     84    1.763646   \n",
+       "1995           10.093640            1.0                    133    1.463484   \n",
+       "1996            3.406205            4.0                     44    0.260299   \n",
+       "1997            6.367813            0.0                    130    1.741434   \n",
+       "1998            6.307145            0.0                    131    1.667151   \n",
+       "\n",
+       "      cell_count experiment_ID  strain substrate position_in_tube  \\\n",
+       "0              3       AMID-04  cc1373     pools              top   \n",
+       "1              3       AMID-04  cc1373     pools              top   \n",
+       "2              3       AMID-04  cc1373     pools              top   \n",
+       "3              3       AMID-04  cc1373     pools              top   \n",
+       "4              3       AMID-04  cc1373     pools              top   \n",
+       "1994          19       AMID-05  cc1373     wells              top   \n",
+       "1995          19       AMID-05  cc1373     wells              top   \n",
+       "1996          19       AMID-05  cc1373     wells              top   \n",
+       "1997          19       AMID-05  cc1373     wells              top   \n",
+       "1998          19       AMID-05  cc1373     wells              top   \n",
+       "\n",
+       "      time_in_water well_ID timelapse_ID pool_ID  \n",
+       "0                21      NA            1     2x2  \n",
+       "1                21      NA            1     2x2  \n",
+       "2                21      NA            1     2x2  \n",
+       "3                21      NA            1     2x2  \n",
+       "4                21      NA            1     2x2  \n",
+       "1994             21     I02           NA      NA  \n",
+       "1995             21     I02           NA      NA  \n",
+       "1996             21     I02           NA      NA  \n",
+       "1997             21     I02           NA      NA  \n",
+       "1998             21     I02           NA      NA  "
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "motility_metrics_dataframe\\\n",
+    "    .drop(\"slide_ID\", axis=1)\\\n",
+    "    .groupby(\"experiment_ID\")\\\n",
+    "    .head(5)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "75270014-7c09-4024-8652-0bcabb685b1c",
+   "metadata": {},
+   "source": [
+    "## Filter based on trajectory distance and duration\n",
+    "---\n",
+    "\n",
+    "Look at distributions of various metrics to determine threshold criteria."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "3db891e8-5a03-46b6-9a1c-da2c0119a35c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1000x300 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# select metrics\n",
+    "metrics = [\n",
+    "    \"total_time\",\n",
+    "    \"total_distance\",\n",
+    "]\n",
+    "\n",
+    "# create figure\n",
+    "ncols = len(metrics)\n",
+    "fig, axes = plt.subplots(\n",
+    "    ncols=ncols,\n",
+    "    figsize=(5 * ncols, 3),\n",
+    ")\n",
+    "\n",
+    "# split by experiment ID\n",
+    "for i, metric in enumerate(metrics):\n",
+    "\n",
+    "    # plot distribution for each metric\n",
+    "    sns.histplot(\n",
+    "        data=motility_metrics_dataframe,\n",
+    "        x=metric,\n",
+    "        bins=32,\n",
+    "        stat=\"percent\",\n",
+    "        common_norm=False,\n",
+    "        hue=\"experiment_ID\",\n",
+    "        kde=True,\n",
+    "        ax=axes[i],\n",
+    "    )\n",
+    "    axes[i].grid(ls=\":\")\n",
+    "    sns.despine(ax=axes[i])\n",
+    "\n",
+    "plt.tight_layout()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "4e29bd8b-0eba-41e5-9e13-acdd45ca53a7",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Filtered out 5825 of 6378 trajectories.\n",
+      "553 trajectories (9%) remaining.\n"
+     ]
+    }
+   ],
+   "source": [
+    "# filtering criteria\n",
+    "total_time_threshold = 10\n",
+    "total_distance_threshold = 20\n",
+    "\n",
+    "# apply filters\n",
+    "motility_metrics_dataframe_filtered = motility_metrics_dataframe.loc[\n",
+    "    (motility_metrics_dataframe[\"total_time\"] > total_time_threshold) &\\\n",
+    "    (motility_metrics_dataframe[\"total_distance\"] > total_distance_threshold)\n",
+    "]\n",
+    "\n",
+    "# output stats\n",
+    "num_trajectories = len(motility_metrics_dataframe)\n",
+    "num_filtered = num_trajectories - len(motility_metrics_dataframe_filtered)\n",
+    "num_remaining = len(motility_metrics_dataframe_filtered)\n",
+    "\n",
+    "msg = (\n",
+    "    f\"Filtered out {num_filtered} of {num_trajectories} trajectories.\\n\"\n",
+    "    f\"{num_remaining} trajectories ({num_remaining/num_trajectories:.0%}) remaining.\"\n",
+    ")\n",
+    "print(msg)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "b4885819-f247-4bbf-934d-48100f026e89",
+   "metadata": {},
+   "source": [
+    "## Export\n",
+    "---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "96b73d95-ebf2-46a9-9afe-efca8c336f4e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# output directory\n",
+    "output_directory = Path(\"../data/\")\n",
+    "\n",
+    "# group dataframe by experiment ID and export to csv\n",
+    "for experiment_ID, dataframe in motility_metrics_dataframe_filtered.groupby(\"experiment_ID\"):\n",
+    "\n",
+    "    csv_file = f\"{experiment_ID}_summary_motility_metrics.csv\"\n",
+    "    dataframe.to_csv(output_directory / csv_file, index=False)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/notebooks/Pool_Extraction.ipynb b/notebooks/Pool_Extraction.ipynb
deleted file mode 100644
index 54b0f41..0000000
--- a/notebooks/Pool_Extraction.ipynb
+++ /dev/null
@@ -1,140 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "8c02c374-318b-4a6e-93ed-5c65dd643aa1",
-   "metadata": {},
-   "source": [
-    "# Pool Extraction\n",
-    "---\n",
-    "**Author**: Ryan Lane  \n",
-    "**Date**: 27 February 2024\n",
-    "\n",
-    "#### Overview\n",
-    "Find and extract pools from timelapse videos of organisms in agar microchambers."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "bedb83a3-b04d-4cc3-aed9-d97712707502",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from pathlib import Path\n",
-    "\n",
-    "import numpy as np\n",
-    "from chlamytracker.plotting.plotting_pools import plot_extracted_pools\n",
-    "from chlamytracker.pool_finder import PoolFinder\n",
-    "from natsort import natsorted"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "e6a3fd0a-9b6c-41d3-8495-bb449da40a84",
-   "metadata": {},
-   "source": [
-    "#### Data selection"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "f18dd8c2-b676-49bb-bdc9-f384cae8be5b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# data directory\n",
-    "# TODO: remove local file paths\n",
-    "dir_data = Path(\"/Users/ryanlane/Projects/chlamy_motility/data/2024-01-26/timelapse_1024x1024/\")\n",
-    "\n",
-    "# glob all the nd2 files in directory\n",
-    "fps_nd2 = natsorted(dir_data.glob(\"*.nd2\"))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "a9828f61-18a7-4cc2-be31-ddec7b562d58",
-   "metadata": {},
-   "source": [
-    "#### Extract pools"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "a938ace4-75c2-4a8e-b31d-be5764fd9af4",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "load :: 0.12s\n",
-      "preprocess :: 0.66s\n",
-      "find_pools :: 1.08s\n",
-      "extract_pools :: 1.08s\n"
-     ]
-    }
-   ],
-   "source": [
-    "# choose a random timelapse from the subset of random timelapses\n",
-    "fp = np.random.RandomState(18).choice(fps_nd2, 1)[0]\n",
-    "\n",
-    "# find and extract pools\n",
-    "finder = PoolFinder(filepath=fp, pool_radius_um=50, pool_spacing_um=200)\n",
-    "finder.extract_pools()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "e3723334-0997-4ad6-8d60-2e5fc0ff1608",
-   "metadata": {},
-   "source": [
-    "#### Visualize"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "9115ad26-7f91-40f9-85a0-7eb6b4dc2b2b",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 800x800 with 10 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plot_extracted_pools(finder)"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.1"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}