{
  "data": {
    "X": [
      50.15891435290301,
      70.66781384830229,
      25.766021338265837,
      52.6623351553828,
      27.183558425353773,
      46.66023347164518,
      47.36462494885701,
      35.09792881505497,
      46.26735963382455,
      55.57608652754441,
      22.322022632397974,
      53.8711619820743,
      53.16889518782475,
      50.16237976597643,
      32.70354273694771,
      41.23540928556924,
      50.091238363027685,
      41.630736333866416,
      55.54185892516176,
      31.660244914446046,
      32.5046228355934,
      26.88826472692918,
      44.633688694826176,
      81.15518022147432,
      38.363603238204504,
      45.66994764484579,
      35.83880240602601,
      33.50345081584267,
      28.726391402407764,
      60.69536852056969,
      42.92904930797201,
      9.718952170639547,
      75.8356243023599,
      29.013248952218717,
      34.10627527635599,
      59.962290446441614,
      22.54079202240507,
      46.235542359366995,
      41.4238097262699,
      42.494416143916325,
      70.35680942068979,
      52.68212048606685,
      72.47503028641799,
      46.65224854841885,
      48.14099286124266,
      28.583298541006513,
      39.97310024297142,
      28.797068232299786,
      56.46298285845622,
      33.87502130823783,
      24.70162105705466,
      17.97912244722241,
      25.129891635785356,
      45.478583555220965,
      36.129561562526284,
      17.29111580534623,
      54.61521738548214,
      6.738543088319702,
      17.388063452080274,
      30.692018476054923,
      28.550952734550727,
      47.75275266696366,
      10.073441820945394,
      63.13442895008161,
      41.72842916139112,
      31.086899745959105,
      50.236241897075985,
      50.01086416871735,
      42.54468401807142,
      42.32825602688468,
      52.67971424544513,
      53.26242276589966,
      40.067304525578045,
      53.02312095652968,
      22.179809816440212,
      41.47621624873586,
      16.289476370570732,
      26.103822705197402,
      55.70648379905472,
      29.753509137814767,
      26.974841174399543,
      43.58729647308483,
      64.12006784278061,
      35.57411238415687,
      88.4971407927556,
      47.23373772322088,
      18.14536543280029,
      80.07632073320933,
      35.59768392053098,
      52.30861474648688,
      53.39194205791838,
      16.66134909154793,
      28.81358945448243,
      70.49875363783495,
      10.786622665349334,
      43.06524189942101,
      41.5263904586298,
      24.394302158473028,
      32.50626370773073,
      49.50765036984204,
      28.488624248830455,
      54.13020064742169,
      52.72097335831894,
      31.816058145850548,
      34.59205684436957,
      63.71960219185142,
      44.95149663890014,
      50.079366579847715,
      36.85505718219877,
      46.6237800170003,
      39.94469424671346,
      42.58520932195957,
      42.81773470225189,
      40.04473073404284,
      73.6305435974642,
      49.379021683105535,
      38.61681626509215,
      45.4679137438851,
      24.448836253295454,
      53.03396746443815
    ],
    "Y": [
      48.41171940399537,
      111.45653601927205,
      2.004478293526603,
      35.01406315886133,
      4.233630769032079,
      46.70425300393094,
      28.582866311158607,
      10.576934861392346,
      55.61795986119641,
      52.980182679795256,
      52.96968545645498,
      51.7274197283888,
      88.70193659165398,
      78.32798542223091,
      35.50014070985212,
      45.49766307119941,
      28.332936666125175,
      60.63450142763154,
      42.20681361673978,
      30.731416483237613,
      58.55433627564783,
      47.60467745303707,
      11.656595445452808,
      104.97160158075008,
      49.623134464598586,
      71.03556426595182,
      37.09999296715873,
      51.1418559115362,
      25.85303293414384,
      68.24753898096083,
      75.07069698235205,
      -3.3825278554578233,
      87.97019868038086,
      25.602558155687458,
      57.78763416285453,
      51.49711594101484,
      13.305429769034774,
      49.55677084093618,
      36.619546098523855,
      34.63932536107234,
      90.98161738603926,
      37.15355844492784,
      71.74628649932016,
      54.130929753316465,
      41.853256044523604,
      11.046785347670863,
      77.34492839745103,
      39.55722184235544,
      67.62319690857124,
      70.9482367670416,
      33.73600474379411,
      48.39597870133542,
      27.60785265765803,
      59.675907605737876,
      47.94982966976401,
      44.04027973383948,
      70.94772520368673,
      -18.390990762586842,
      55.61952331870268,
      36.32493720958983,
      49.532276465282806,
      34.90232112198239,
      21.017911941402488,
      82.27885157335093,
      61.49422624745421,
      39.027374160550295,
      70.24687431789202,
      70.69160339942383,
      40.88829942582803,
      50.66691420510265,
      81.38687638443427,
      55.25429452339331,
      73.97007360067586,
      64.6837468680731,
      21.355758054737922,
      53.24866054241214,
      1.4768747442461176,
      55.801415679364,
      56.6423973602314,
      33.81148015920317,
      46.48204460881573,
      77.11780850470234,
      72.73581912572979,
      45.79736121051642,
      133.76209524094304,
      74.43920382997098,
      40.485510954002784,
      79.18389774193412,
      58.299464923113646,
      41.3631984705466,
      75.59743268544939,
      23.81970596373748,
      61.98220845168051,
      84.07096082681853,
      10.060644556347821,
      56.78554944908314,
      46.007271410514356,
      45.042222182213,
      39.67972582783363,
      30.60076449841968,
      25.84121090035714,
      87.6422324500467,
      93.68036749839783,
      36.15791763751371,
      26.034580179331208,
      76.06965133707367,
      30.210671951599867,
      -3.7397904265207274,
      18.258722245958918,
      81.20141698622956,
      30.65269854420937,
      37.06405623890297,
      72.83607801955922,
      69.60739605713711,
      82.87679553831255,
      60.527545114824676,
      73.38881515305933,
      62.44447161438579,
      7.862890916624174,
      72.54501771135722
    ],
    "group": [
      1,
      2,
      0,
      0,
      2,
      1,
      2,
      2,
      2,
      0,
      0,
      1,
      1,
      2,
      1,
      0,
      0,
      2,
      2,
      1,
      2,
      0,
      0,
      1,
      2,
      1,
      0,
      2,
      1,
      0,
      2,
      0,
      1,
      2,
      0,
      0,
      2,
      2,
      1,
      1,
      1,
      2,
      1,
      0,
      1,
      2,
      2,
      0,
      0,
      2,
      0,
      1,
      2,
      1,
      2,
      0,
      1,
      2,
      0,
      2,
      1,
      0,
      0,
      1,
      1,
      0,
      2,
      0,
      0,
      0,
      1,
      0,
      2,
      0,
      1,
      1,
      0,
      0,
      0,
      2,
      1,
      0,
      0,
      2,
      1,
      1,
      1,
      2,
      0,
      0,
      2,
      0,
      1,
      2,
      1,
      2,
      2,
      2,
      0,
      1,
      2,
      2,
      1,
      1,
      2,
      2,
      0,
      2,
      1,
      2,
      2,
      0,
      0,
      2,
      2,
      2,
      2,
      2,
      1,
      2
    ],
    "score": [
      81.08346969437979,
      84.06519029834045,
      55.57400180091124,
      57.897985330779505,
      70.01924986141275,
      71.76915609926998,
      76.14678062228765,
      55.03775794809607,
      70.88627685074522,
      78.79327221223646,
      66.1668378635227,
      88.56165291799994,
      88.19320840195384,
      42.58039758425761,
      90.35603396350685,
      83.6481154665777,
      67.95059752034625,
      70.30583016811005,
      112.64689817868509,
      91.53735623790031,
      98.16311429776684,
      62.734755520754604,
      63.179950767124396,
      75.3499058835084,
      37.490240210820026,
      60.88055947614854,
      62.44227822716998,
      8.866892056545097,
      71.7132943664679,
      72.74908483949987,
      51.53792508578628,
      46.6801424248421,
      52.78860660533263,
      53.32879362017787,
      66.46776528436497,
      47.040422722165964,
      24.21488366158519,
      90.82276583638112,
      86.62841765674992,
      76.29844827720781,
      84.77910514736556,
      48.63704677046066,
      82.59302918879567,
      70.15052586943264,
      54.526304249653094,
      58.02650847798931,
      98.97592595829344,
      56.06560858093693,
      69.23937106586581,
      58.334831468237596,
      69.2965324798109,
      70.84584049915966,
      103.48567218247791,
      58.704294061481136,
      61.83144443835714,
      46.25895850696375,
      94.94851088550404,
      22.251604496333094,
      61.85468249487674,
      45.771582185010004,
      67.09121469550394,
      53.25239569447475,
      53.10849659010464,
      97.99072890011198,
      76.33472299874252,
      73.01553251933319,
      115.20370742611854,
      61.182330509931944,
      77.37940915080361,
      69.56230679854191,
      57.98833869969451,
      44.370991109558005,
      93.55824294608281,
      74.07326860414054,
      70.10801619365819,
      76.98783682818953,
      60.82920736682173,
      58.23807813948788,
      65.12057879151499,
      39.32577322414933,
      83.79633864144618,
      65.493754338154,
      68.69886040666711,
      89.038614578881,
      74.82396621099028,
      92.68523285889253,
      68.59628619180648,
      106.52588873599456,
      74.85426943978231,
      56.53611278145929,
      48.7864991683008,
      57.65136566106536,
      71.84076868723366,
      71.23785322262061,
      68.1385384478429,
      76.7836603330737,
      93.29377187193533,
      77.01761760227592,
      78.42753716252204,
      70.22167994727732,
      64.53517240460548,
      74.79467005830593,
      78.20619315633226,
      89.3952848653195,
      42.244981789056794,
      35.037718107101696,
      58.689659706863516,
      55.93479546240454,
      90.42909327462361,
      74.93122217613166,
      32.11368961310039,
      66.73888374842251,
      60.224885382561126,
      99.40404046564602,
      98.06825415492241,
      68.20532419547274,
      48.287494634206624,
      105.40390263207529,
      80.19926831878422,
      73.0265702209874
    ],
    "before": [
      51.761631224851385,
      54.23522683081324,
      60.95113547411469,
      57.96830184352626,
      37.09189043559354,
      51.83253300821836,
      60.481106638674376,
      52.45255807101149,
      60.55056631792972,
      51.879627427208774,
      52.61744598607591,
      65.97735053810683,
      32.512715634661085,
      64.25128384487073,
      73.6812672736911,
      48.42226281976033,
      65.32771152831161,
      54.4831904898836,
      73.70026124017657,
      75.58482672386202,
      54.08180111169986,
      45.854644091377864,
      37.23542017082828,
      59.690378853122816,
      36.93694178431778,
      43.13933178602621,
      61.12702773151526,
      51.35614502695528,
      62.29020989079713,
      55.471402804809884,
      54.486166903661214,
      47.30592459777708,
      45.17063272929805,
      60.056111436559775,
      57.141737050363055,
      51.72176809859915,
      56.61382467002605,
      59.1126173397107,
      47.405108490901206,
      53.380336800585845,
      55.28552112689384,
      56.652933765270554,
      64.95285017189732,
      85.56603574055654,
      59.01759999234506,
      55.7449408555763,
      48.74212886811991,
      42.9516941201373,
      53.719384248708806,
      43.173179677312234,
      59.2930694686083,
      47.559505226547884,
      51.998623341391905,
      41.177464342022915,
      59.118618082972745,
      48.7496359218198,
      57.38566791360714,
      62.10391393542993,
      35.95126451055887,
      48.13561687706845,
      53.09711163908138,
      52.355882439332184,
      53.85632703388177,
      33.19672473731313,
      47.947726514057926,
      64.64538658598663,
      51.488672214012595,
      44.56017574484848,
      51.86269541981263,
      39.33447438743607,
      48.902906153562206,
      41.63397583652376,
      61.92482650576516,
      56.129766798906886,
      43.73014543122352,
      70.25020849736434,
      54.61666665878652,
      71.48182043287193,
      47.01314338023451,
      68.94168478584395,
      57.76291205077653,
      26.45635564190997,
      45.63714004112,
      53.32098244085358,
      66.14109373451033,
      53.47132890393051,
      62.87434133603087,
      62.74009018481531,
      64.1129151670038,
      50.15492987274064,
      48.482834957049334,
      49.56500926927393,
      45.02431013904989,
      50.870741498754754,
      43.903265485266886,
      24.150241272638663,
      58.11777911775424,
      61.948141934429046,
      53.31219005771886,
      62.582504055956385,
      55.00713360080585,
      58.208747545434484,
      51.34078146980179,
      47.74600477139634,
      59.97285406561942,
      68.06662121065867,
      71.21930644153045,
      60.35185682013478,
      50.878177614223134,
      68.65838658331532,
      51.80115950263208,
      59.662490033212386,
      64.45919536885842,
      47.65134786996211,
      32.61658761271152,
      79.93723534357188,
      45.76286355218684,
      41.68988507059731,
      41.12744964075908,
      59.826604928750875
    ],
    "after": [
      64.8937622415603,
      64.8212493933203,
      70.57218036527397,
      63.710940512956796,
      48.236929176355034,
      62.83483271001407,
      62.931198038024775,
      60.83880271216347,
      68.77960576167268,
      64.35397045897912,
      60.78847364424696,
      74.88500753646848,
      46.245765905632766,
      73.9346679435831,
      83.93108748885862,
      53.98049839558136,
      78.01406189525602,
      65.60246895359728,
      83.51191966534498,
      80.93917154387218,
      61.476514131469315,
      59.32721500315384,
      47.3266435153497,
      69.19698792774253,
      47.419552618585215,
      48.376671462821534,
      71.47870374895645,
      56.676266206447146,
      75.96294292041262,
      64.00068910469626,
      62.23855539079425,
      51.13739018712185,
      54.93115189853805,
      67.68596779359214,
      67.27151895011943,
      61.26225729367894,
      71.53803102527905,
      63.32785352344806,
      52.41734504700476,
      60.05766179539155,
      61.6130070224411,
      73.23172143478652,
      76.54196396461708,
      94.18873890614186,
      73.41235068586619,
      70.081054309345,
      55.549796413587465,
      50.90518390960143,
      63.910643653369284,
      56.51098561575365,
      67.54310102494775,
      50.51282562043306,
      57.98133845996202,
      49.00091991642475,
      69.57419769076446,
      53.30077629516267,
      66.69461177989889,
      71.75948093565675,
      39.46572156931854,
      55.603751280456265,
      57.571494943188604,
      60.89725436330009,
      60.9472891034964,
      43.614819719062254,
      55.31701506263512,
      77.95937232783393,
      57.709454945692144,
      50.272588533227484,
      58.65349858836536,
      49.130061873068215,
      57.2205996476235,
      48.732053388869794,
      72.37790801666883,
      61.06964541836184,
      50.38366704912097,
      78.05779358780335,
      59.9483560012174,
      81.139244289602,
      55.42797297418949,
      76.18855709141138,
      62.16740945901944,
      38.89726953225271,
      51.864305264111444,
      62.40746582295844,
      71.05434541893196,
      58.99008646463578,
      67.70166576642177,
      69.8407725719322,
      70.29849441612272,
      57.79460185893025,
      57.95710585509222,
      55.65124901003253,
      52.54866227367568,
      62.23821406142714,
      49.22215390598139,
      29.57024362280247,
      61.76099894041655,
      67.85643959668676,
      63.61296841956098,
      72.24666788887184,
      61.795022686361364,
      61.97104166524968,
      54.73739366592584,
      57.42576813172806,
      67.02907940214416,
      77.58656721416108,
      80.8777977236185,
      67.36556517915574,
      59.48777800368681,
      72.73133608850024,
      64.01593830103462,
      68.65209885265445,
      64.07446428485358,
      57.33639224093463,
      38.5686723134224,
      89.10511356101009,
      56.237892897436154,
      50.43705549241114,
      45.327165094428565,
      61.45425701364736
    ],
    "Q1": [
      8.473376682810455,
      11.460016203177515,
      10.557960211802689,
      10.913801724393632,
      11.27695969113471,
      9.83580427596766,
      11.433235004861492,
      14.056425895481867,
      5.937644317437694,
      12.914101234063825,
      9.168378441562378,
      8.406028093287455,
      9.550848471926157,
      6.522194610808526,
      10.289433005750862,
      7.890520482613735,
      11.65320468636406,
      9.672994892913149,
      5.330558026082308,
      6.362798283083774,
      3.6802431262433437,
      10.708972475751494,
      9.684246050767085,
      8.951721612474351,
      13.981438606486028,
      10.927127570923858,
      7.5786347550553055,
      9.741970897922961,
      8.390425436450885,
      8.982475934456472,
      7.654142600768407,
      9.858215888767868,
      8.04778604542953,
      10.621046221357666,
      8.289375748799833,
      7.574419591239218,
      8.984311401716582,
      5.130740801994966,
      8.82690196840304,
      13.009295749753509,
      9.347349303577491,
      6.646580843758533,
      6.418337436245789,
      11.588325361708364,
      9.474501984533438,
      8.987664778691704,
      9.948020584026619,
      7.293545363367082,
      8.766145084736783,
      7.458837370516361,
      7.8539862450904385,
      11.570944444329545,
      10.965212326238376,
      10.502541018778976,
      10.390878470832906,
      11.186697541921784,
      13.957713399042676,
      11.93763224433574,
      7.365516078411661,
      13.406339978950529,
      10.198487555067212,
      11.219750244121725,
      9.445951014872158,
      9.963183639623825,
      9.279878416582138,
      3.716965171557864,
      10.581611055910388,
      8.151954977461738,
      10.559010139774031,
      7.485686457458549,
      10.682959479942904,
      11.956203318006416,
      10.555788582194864,
      16.43301635977188,
      6.704778699400517,
      10.536065014782462,
      5.910534637400622,
      13.346611829246761,
      14.742402129095371,
      10.495814190199962,
      12.436882053588803,
      9.838295876482915,
      11.600436594244062,
      6.67099649264742,
      13.811793800003548,
      7.397333057276226,
      12.635111606763076,
      11.944890970221325,
      7.458570294669582,
      6.434967570350085,
      9.132153160073386,
      10.560053104839463,
      9.744137177457986,
      10.447359259671423,
      10.103153147063534,
      10.665416256924741,
      3.590618654767252,
      11.008477446654519,
      9.916853878838268,
      12.040107241306472,
      11.608571500338678,
      7.988925674643798,
      9.564787777885465,
      10.200839178227735,
      9.375423499130257,
      7.985112816505007,
      9.891393325801719,
      8.003764981427286,
      11.798636597809747,
      14.051310792705179,
      8.36737235404704,
      9.781495266454941,
      8.659305722979907,
      11.656568591923756,
      9.537551492640404,
      10.67554450815199,
      9.926558980156472,
      9.146902757088865,
      9.900392426658392,
      9.850963569348576
    ],
    "Q2": [
      8.02700746352759,
      9.982115218580871,
      9.722565536109535,
      9.645051389842981,
      10.533301179149328,
      7.064143983244779,
      11.835771172615289,
      12.960646862688499,
      7.002425510586489,
      12.285199136627872,
      6.624681501621657,
      10.083493811153518,
      10.432017489525798,
      8.414480829542278,
      8.765721006110299,
      7.025769909088199,
      10.40483194018406,
      7.306151365613373,
      6.487859652172135,
      4.895140369719071,
      4.4435168700560475,
      8.974272006244812,
      8.96617974951144,
      6.250126385996524,
      13.437757479405185,
      10.658068785469126,
      5.667922566729165,
      9.568929506114594,
      8.286838858433706,
      6.6120626538344975,
      7.824438718053468,
      8.686200967188865,
      7.510392531780365,
      8.718305200391566,
      5.403432753579073,
      6.030469977070655,
      7.949527636320336,
      4.543405813675861,
      5.584855035440976,
      10.026833911456594,
      12.065789394328954,
      8.166459685475367,
      6.341494659339713,
      9.41787473053135,
      8.649611398218342,
      8.023745687361078,
      9.050354685667116,
      6.615326100605515,
      7.726492903512889,
      7.048746481673106,
      5.780316047599967,
      8.485094210047464,
      10.171584109576717,
      10.591795675191694,
      9.119565644260083,
      10.830764151123969,
      11.601500159526863,
      10.366609384561407,
      5.500606048112647,
      10.952478444193318,
      9.005068545850257,
      8.145698345561064,
      6.641513279757012,
      7.832176019291209,
      8.110295817572924,
      1.7880241824743535,
      8.945355947522803,
      8.172700575117013,
      8.496995823834393,
      6.664184831984628,
      9.480118224035628,
      9.83006607234605,
      8.270251936874784,
      13.120387023847215,
      7.147903416796494,
      11.063924095808852,
      6.481374940086806,
      11.242587576369068,
      11.831118369338162,
      9.064828938331306,
      9.80653844506123,
      7.495820977509259,
      10.318677992380206,
      8.350610227247948,
      11.073448374396648,
      7.634749989546812,
      13.370633259504466,
      11.503521915035948,
      6.648447794981708,
      6.939287845717303,
      7.353534735292438,
      8.020567641322415,
      10.15767958369406,
      10.46573804545984,
      8.396059048559275,
      10.107202245995293,
      5.0156451800311315,
      8.511991454589731,
      8.748861612259175,
      10.10438815122762,
      12.117237513886323,
      7.741735558429299,
      7.986807513251902,
      10.530303727878133,
      8.598315595121367,
      9.060657769686584,
      9.406985827323389,
      8.125064429054774,
      11.45858685426605,
      12.375839188206246,
      8.095575754523828,
      5.986306015305578,
      9.628521850411975,
      11.695849314317698,
      8.754134327655379,
      9.17441406489076,
      7.692377284346968,
      7.500990965450804,
      8.707634212972417,
      8.78764385223497
    ],
    "Q3": [
      9.747519569688404,
      13.271849454171235,
      11.234943271211435,
      12.665791005882053,
      12.748749060358076,
      10.629667851711508,
      12.7520355669743,
      14.453713567537896,
      8.612838214309495,
      14.185452997886161,
      10.155659261350586,
      10.003560320760519,
      11.616833097656881,
      8.57609559223282,
      10.300541568813339,
      8.218594967430647,
      12.51641743123628,
      10.525605469966358,
      7.619640575158499,
      7.464296554898439,
      7.198895774320226,
      11.233459140228678,
      11.342540708931706,
      9.326253458412856,
      15.259564757409603,
      12.870904200734312,
      8.80462566053965,
      12.524700174774953,
      10.341159002629706,
      8.850932127274831,
      9.190997154381135,
      12.826529288175578,
      10.450878097426076,
      9.30806579227169,
      9.44640199116749,
      6.8535338620660715,
      9.495477423903395,
      5.444045794714591,
      7.862149196895379,
      11.589190814994321,
      10.651871297279511,
      6.517385172269701,
      8.248175991970692,
      12.163092272412799,
      9.089041049236652,
      11.270572427013867,
      11.540494456091103,
      10.411213704279465,
      9.780801365605726,
      9.000059058225354,
      7.890208435644088,
      12.624825604189704,
      10.140765514037595,
      12.552045272140276,
      10.96233693246382,
      12.83078495306659,
      16.714277534909133,
      11.565709315271459,
      8.616738153717604,
      12.601220090787837,
      12.24685814250062,
      11.65806428838139,
      9.386025382396294,
      8.595969089189111,
      10.022025354919702,
      4.800057617402513,
      11.460548344839184,
      11.329801256740835,
      11.808949489972084,
      9.590759136139836,
      12.768104835390817,
      12.204648395239047,
      11.104280805434344,
      16.268033529970328,
      10.24088755918237,
      10.440464849890246,
      8.622487841278762,
      13.887824716518201,
      14.63211886958732,
      12.323826516571122,
      13.475700833149531,
      10.283590982957657,
      12.62634182926468,
      9.871064155325367,
      15.076888772105445,
      9.631593394131537,
      15.581885956970487,
      12.502933683357929,
      8.747840099951391,
      8.516958147373094,
      9.095643509607848,
      12.02389299281263,
      11.439478515258312,
      11.91394043099793,
      11.892042517605788,
      10.68435469261047,
      5.739791357541463,
      12.177846386926895,
      11.16058975038435,
      15.865607390476345,
      13.536187566219866,
      8.67467419769152,
      12.197098446626857,
      11.928246228740502,
      9.128585160489468,
      9.46506219633042,
      11.549476196457917,
      9.148714605790234,
      13.610400286968225,
      13.617016377057901,
      8.499767276013191,
      11.79025080152907,
      11.258429953225788,
      14.132577267467866,
      11.773507128968546,
      11.946843733729018,
      11.624384025601312,
      9.49463919862666,
      10.384572762780525,
      12.385936510241716
    ],
    "Q4": [
      7.664353061238541,
      8.834122482800492,
      9.785880628661312,
      10.069353158277972,
      11.22219751902245,
      9.413539519868932,
      7.506340834896928,
      12.048542741818762,
      6.843805485779905,
      11.460026800571583,
      6.624436576737299,
      6.354666350297959,
      8.17786440082961,
      7.6462724871863434,
      8.496746808139363,
      5.706762633634498,
      10.727959688277686,
      7.109611845124082,
      4.418182558995605,
      5.465993337238666,
      3.1954026406598466,
      8.186900708965842,
      8.332278438958049,
      7.028902747665191,
      10.918880545644129,
      8.43936197440846,
      5.23668763296294,
      8.314169054429101,
      6.788043607061477,
      7.329447981450812,
      7.824531241579019,
      7.251971233053593,
      6.240448553441415,
      6.74982351370476,
      7.173422980826613,
      4.910090634744056,
      6.432219559168895,
      4.376222440571364,
      5.675611785431447,
      10.853700762229519,
      9.400381094819164,
      7.059300421081051,
      2.931149391007278,
      9.039171496353637,
      7.722119720830538,
      6.621092515810801,
      10.176581722549951,
      7.609281008532962,
      6.376942255853474,
      6.527420377235192,
      6.003939950804773,
      8.6732125791711,
      8.177644120890896,
      9.03406369238152,
      7.269822873344077,
      7.330224925808262,
      11.315325693990406,
      9.353988154411281,
      6.676229079807944,
      10.998006011458816,
      8.40045192506461,
      9.120176610919932,
      8.763538092761301,
      9.14719098127413,
      7.541032032908732,
      1.8680299955680977,
      8.00505447762797,
      8.40927225477782,
      8.526977431520384,
      7.433244570048811,
      9.436536114195269,
      8.944489357709497,
      8.480457890014218,
      10.474018694740142,
      5.988218702158817,
      8.61575309345306,
      5.046599436302856,
      8.909976627962148,
      8.138149024606065,
      9.895794148683656,
      9.079661090779261,
      8.093244167076026,
      9.909411851278538,
      6.67042900764128,
      12.152944965532813,
      5.849758000589588,
      10.387360558412219,
      10.177202052486852,
      5.797605300062547,
      4.7970448449011895,
      6.953116126393592,
      10.558636998406964,
      8.20005542109794,
      8.305152838437298,
      6.675133765799916,
      4.949090322430324,
      5.108114601207423,
      8.644089255526653,
      6.874854370103734,
      10.020811366870234,
      8.82680537524148,
      7.564413962214115,
      6.5661364959543365,
      9.27908154544296,
      7.913179067629713,
      6.235728993217791,
      7.7336409630142064,
      7.535641804713418,
      10.205075686697787,
      9.80437633570844,
      7.077838900706082,
      9.085911644499012,
      6.961168709373377,
      9.262275686441384,
      9.159744105634326,
      9.960434997966724,
      8.817656544318542,
      6.185505588593707,
      7.816848019960933,
      8.67175908264235
    ]
  },
  "meta": {
    "kind": 2,
    "rows": 120,
    "seed": 12347
  },
  "stats": {
    "X": {
      "n": 120,
      "sum": 5031.376901463393,
      "mean": 41.92814084552827,
      "median": 42.41133608540051,
      "mode": 6.738543088319702,
      "min": 6.738543088319702,
      "max": 88.4971407927556,
      "variance": 250.51711721042028,
      "variance_sample": 252.6223030693314,
      "std": 15.827732535345051,
      "std_sample": 15.894096484837739,
      "cv": 0.379079447939149,
      "range": 81.7585977044359,
      "iqr": 21.939653707215978,
      "mad": 10.452457606234198,
      "q1": 30.457391141494885,
      "q3": 52.39704484871086,
      "p10": 22.518915083404362,
      "p90": 60.939274563520904,
      "skewness": 0.3091594580591239,
      "kurtosis": 0.23377280069977857,
      "geometricMean": 38.48167808392457,
      "harmonicMean": 34.10122223793798,
      "zscores_summary": {
        "mean": 4.736951571734001e-16,
        "std": 1.0
      },
      "outliers_z_gt_3_indices": [],
      "outliers_iqr_indices": [
        84
      ]
    },
    "Y": {
      "n": 120,
      "sum": 6035.815134329825,
      "mean": 50.29845945274854,
      "median": 49.58995265276738,
      "mode": -18.390990762586842,
      "min": -18.390990762586842,
      "max": 133.76209524094304,
      "variance": 657.1179698275917,
      "variance_sample": 662.639969574042,
      "std": 25.634312353320336,
      "std_sample": 25.741794218236652,
      "cv": 0.5117809670178677,
      "range": 152.1530860035299,
      "iqr": 35.91906166873467,
      "mad": 18.75806124886161,
      "q1": 34.836572181754875,
      "q3": 70.75563385048955,
      "p10": 17.763392998266504,
      "p90": 81.21996292605003,
      "skewness": 0.06812642744732632,
      "kurtosis": 0.3846262139880774,
      "geometricMean": 19.9559457734284,
      "harmonicMean": 3.9999999999943084e-11,
      "zscores_summary": {
        "mean": 1.8133642735544223e-16,
        "std": 1.0
      },
      "outliers_z_gt_3_indices": [
        84
      ],
      "outliers_iqr_indices": [
        84
      ]
    },
    "score": {
      "n": 120,
      "sum": 8304.216592690833,
      "mean": 69.20180493909028,
      "median": 69.79077832997733,
      "mode": 8.866892056545097,
      "min": 8.866892056545097,
      "max": 115.20370742611854,
      "variance": 352.1769055075591,
      "variance_sample": 355.1363753017403,
      "std": 18.766376994709425,
      "std_sample": 18.84506235865884,
      "cv": 0.2723203878171357,
      "range": 106.33681536957344,
      "iqr": 21.179020881407645,
      "mad": 11.658485021238732,
      "q1": 57.96575035746576,
      "q3": 79.1447712388734,
      "p10": 46.638024033054265,
      "p90": 93.32021897935009,
      "skewness": -0.1770205770612075,
      "kurtosis": 0.5043310363454605,
      "geometricMean": 66.01511121804606,
      "harmonicMean": 60.9782602986714,
      "zscores_summary": {
        "mean": 1.6653345369377347e-17,
        "std": 1.0
      },
      "outliers_z_gt_3_indices": [
        27
      ],
      "outliers_iqr_indices": [
        18,
        27,
        36,
        57,
        66
      ]
    },
    "before": {
      "n": 120,
      "sum": 6476.2041903117115,
      "mean": 53.96836825259759,
      "median": 53.59535657631966,
      "mode": 24.150241272638663,
      "min": 24.150241272638663,
      "max": 85.56603574055654,
      "variance": 109.37083089056462,
      "variance_sample": 110.28991350309038,
      "std": 10.45805100822159,
      "std_sample": 10.5019004710143,
      "cv": 0.19459362606370492,
      "range": 61.41579446791788,
      "iqr": 12.66182872873189,
      "mad": 6.260340165486898,
      "q1": 47.722340546037785,
      "q3": 60.384169274769675,
      "p10": 41.58832468707367,
      "p90": 65.99372485774718,
      "skewness": -0.02328076189332476,
      "kurtosis": 0.641501833103828,
      "geometricMean": 52.88368591513517,
      "harmonicMean": 51.68670806072025,
      "zscores_summary": {
        "mean": 5.329070518200751e-16,
        "std": 1.0
      },
      "outliers_z_gt_3_indices": [
        43
      ],
      "outliers_iqr_indices": [
        43,
        81,
        95,
        115
      ]
    },
    "after": {
      "n": 120,
      "sum": 7456.814851262866,
      "mean": 62.140123760523885,
      "median": 61.77801081338896,
      "mode": 29.57024362280247,
      "min": 29.57024362280247,
      "max": 94.18873890614186,
      "variance": 118.50453869934437,
      "variance_sample": 119.50037515900273,
      "std": 10.885978995907735,
      "std_sample": 10.931622713897637,
      "cv": 0.17591890798328652,
      "range": 64.6184952833394,
      "iqr": 13.771949814760042,
      "mad": 6.8604734770582,
      "q1": 55.51934055373797,
      "q3": 69.29129036849801,
      "p10": 48.974033263669256,
      "p90": 76.22389777873195,
      "skewness": 0.06408005960712715,
      "kurtosis": 0.4150722629075947,
      "geometricMean": 61.14654959488483,
      "harmonicMean": 60.08813659475267,
      "zscores_summary": {
        "mean": 3.108624468950438e-16,
        "std": 0.9999999999999999
      },
      "outliers_z_gt_3_indices": [],
      "outliers_iqr_indices": [
        43,
        95
      ]
    }
  },
  "correlate": {
    "pearson": {
      "r": 0.7011618272770932,
      "p": 4.789769842152837e-19,
      "df": 118
    },
    "spearman": {
      "r": 0.640523647475519,
      "p": 3.3266163936997386e-15
    },
    "kendall": {
      "tau": 0.46666666666666656,
      "p": 4.100147755098518e-14
    },
    "matrix_pearson": {
      "X|Y": {
        "r": 0.7011618272770932,
        "p": 4.789769842152837e-19,
        "df": 118
      },
      "X|score": {
        "r": 0.26045234998983435,
        "p": 0.004065841625871167,
        "df": 118
      },
      "Y|score": {
        "r": 0.28859272624742827,
        "p": 0.0013906552414628909,
        "df": 118
      }
    }
  },
  "compare_means": {
    "independent_student": {
      "t": -5.393961192922904,
      "p": 8.36476070142137e-07,
      "df": 72
    },
    "independent_welch": {
      "t": -5.330662783026807,
      "p": 1.3074804731947837e-06,
      "df": 65.22259951168515
    },
    "paired": {
      "t": -29.23381377422227,
      "p": 3.776101032823895e-56,
      "df": 119
    },
    "one_sample": {
      "t": 0.0,
      "p": 1.0,
      "df": 119,
      "mu0": 41.92814084552827
    },
    "anova": {
      "F": 5.169029009336877,
      "p": 0.007060198408424668,
      "dfBetween": 2,
      "dfWithin": 117
    },
    "anova_welch": {
      "F": 14.091234037322648,
      "p": 6.57057963437957e-06,
      "dfBetween": 2.0,
      "dfWithin": 73.71056303887825
    }
  },
  "regression": {
    "linear": {
      "slope": 1.1355891471193609,
      "intercept": 2.6853177496746525,
      "r": 0.7011618272770931,
      "r2": 0.4916279080305521,
      "p": 4.789769842152904e-19,
      "stderr": 0.10630478563381224
    },
    "logistic": {
      "available": true,
      "coefficients": [
        -1.4815192410736544,
        0.035421858951261445
      ],
      "accuracy": 0.5416666666666666
    }
  },
  "cdf": {
    "phi0": 0.5,
    "t_2_df10": 0.9633059826146297,
    "f_3_df2_20": 0.9274618497135944
  },
  "reliability": {
    "cronbach_alpha": 0.9464200774716766,
    "if_items_deleted": {
      "Q1": 0.9174768099383919,
      "Q2": 0.9345668779856124,
      "Q3": 0.920572301874463,
      "Q4": 0.9437873772418356
    }
  },
  "clustering": {
    "distance_metric": "mad",
    "col_order": [
      "X",
      "Y",
      "score",
      "before",
      "after",
      "Q1",
      "Q2",
      "Q3",
      "Q4"
    ],
    "distances": [
      [
        0.0,
        0.4953378076125461,
        1.256752899324894,
        1.0098816056947424,
        1.2760916560563864,
        2.7409907837175917,
        2.881576965863973,
        2.6786291515267364,
        2.9980986840183945
      ],
      [
        0.4953378076125461,
        0.0,
        0.8065624601401018,
        0.8338354793104145,
        0.8875041196558833,
        2.0171306940724745,
        2.023538968057405,
        1.9108386837733193,
        2.0684102670628395
      ],
      [
        1.256752899324894,
        0.8065624601401018,
        0.0,
        0.95312591947627,
        0.7532410625470264,
        4.479339058512625,
        4.651488875194986,
        4.396500775541134,
        4.79783888004818
      ],
      [
        1.0098816056947424,
        0.8338354793104145,
        0.95312591947627,
        0.0,
        0.6279744324180736,
        5.663411360032232,
        5.837521696454716,
        5.518450067609539,
        6.152429692371265
      ],
      [
        1.2760916560563864,
        0.8875041196558833,
        0.7532410625470264,
        0.6279744324180736,
        0.0,
        6.271532918633356,
        6.48788567400267,
        6.0684123622301005,
        6.655197457264992
      ],
      [
        2.7409907837175917,
        2.0171306940724745,
        4.479339058512625,
        5.663411360032232,
        6.271532918633356,
        0.0,
        0.416945085571776,
        0.43321777029685204,
        0.6624158229260566
      ],
      [
        2.881576965863973,
        2.023538968057405,
        4.651488875194986,
        5.837521696454716,
        6.48788567400267,
        0.416945085571776,
        0.0,
        0.7312489334926437,
        0.4129561701779461
      ],
      [
        2.6786291515267364,
        1.9108386837733193,
        4.396500775541134,
        5.518450067609539,
        6.0684123622301005,
        0.43321777029685204,
        0.7312489334926437,
        0.0,
        1.0766374751016272
      ],
      [
        2.9980986840183945,
        2.0684102670628395,
        4.79783888004818,
        6.152429692371265,
        6.655197457264992,
        0.6624158229260566,
        0.4129561701779461,
        1.0766374751016272,
        0.0
      ]
    ],
    "dbscan": {
      "eps": 0.5,
      "minPts": 2,
      "labels": [
        1,
        1,
        -1,
        -1,
        -1,
        2,
        2,
        2,
        2
      ]
    },
    "hdbscan": {
      "available": true,
      "reason": "",
      "version": null,
      "min_cluster_size": 2,
      "n_clusters": 2,
      "labels": {
        "X": 1,
        "Y": 1,
        "score": 1,
        "before": 1,
        "after": 1,
        "Q1": 2,
        "Q2": 2,
        "Q3": 2,
        "Q4": 2
      },
      "probabilities": {
        "X": 0.798670315007106,
        "Y": 1.0,
        "score": 1.0,
        "before": 0.967292085972562,
        "after": 1.0,
        "Q1": 1.0,
        "Q2": 1.0,
        "Q3": 0.5924354217211452,
        "Q4": 0.6539967121908722
      },
      "noise": [],
      "clusters": [
        {
          "id": 1,
          "columns": [
            "X",
            "Y",
            "after",
            "before",
            "score"
          ]
        },
        {
          "id": 2,
          "columns": [
            "Q1",
            "Q2",
            "Q3",
            "Q4"
          ]
        }
      ]
    }
  }
}