diff --git a/seismograph/gallery.ipynb b/seismograph/gallery.ipynb
index 6566137f..8ca2c215 100644
--- a/seismograph/gallery.ipynb
+++ b/seismograph/gallery.ipynb
@@ -34,7 +34,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
@@ -53,12 +53,13 @@
     "sys.path.append(os.path.abspath(os.path.join('..')))\n",
     "import pandas as pd\n",
     "\n",
-    "import seismographmographmograph\n",
+    "from seismograph import Study\n",
+    "import seismograph\n",
     "\n",
     "\n",
-    "data = draw.load_dataset()\n",
+    "data = seismograph.load_dataset()\n",
     "\n",
-    "study = draw.Study()\n",
+    "study = Study()\n",
     "study.df = data\n",
     "sample, reference, section, family = study.df.iloc[0][['sample', 'reference', 'section', 'family']]\n",
     "\n",
@@ -73,7 +74,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -95,7 +96,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -112,898 +113,898 @@
          },
          "hovertemplate": "<b>mut_rate: %{text[0]}<br><b>base: %{text[1]}<br><b>index: %{text[2]}<br>",
          "marker": {
-          "color": "#99C3EB"
+          "color": "#F7ED8F"
          },
-         "name": "T",
+         "name": "G",
          "text": [
           [
-           0,
-           "T",
-           1
+           0.0004310344827586207,
+           "G",
+           8
           ],
           [
            0,
-           "T",
-           2
+           "G",
+           9
           ],
           [
-           0.0008309098462816784,
-           "T",
-           16
+           0.004120313143798929,
+           "G",
+           20
           ],
           [
-           0.002042483660130719,
-           "T",
-           23
+           0.0012219959266802445,
+           "G",
+           26
           ],
           [
-           0.002451982018798529,
-           "T",
-           25
+           0.0036930652441526466,
+           "G",
+           28
           ],
           [
-           0.0029069767441860465,
-           "T",
-           31
+           0.003278688524590164,
+           "G",
+           29
           ],
           [
-           0.001635322976287817,
-           "T",
-           38
+           0.0032935364347468094,
+           "G",
+           41
           ],
           [
-           0.0008166598611678236,
-           "T",
-           40
+           0.0053104575163398695,
+           "G",
+           47
           ],
           [
-           0.004105090311986864,
-           "T",
-           43
+           0.003663003663003663,
+           "G",
+           54
           ],
           [
-           0.0008193363375665711,
-           "T",
-           49
+           0.003258655804480652,
+           "G",
+           58
           ],
           [
-           0.0004098360655737705,
-           "T",
-           51
+           0.003270645952575634,
+           "G",
+           73
           ],
           [
-           0.0004086636697997548,
-           "T",
-           52
+           0.004897959183673469,
+           "G",
+           76
           ],
           [
-           0.0008153281695882593,
-           "T",
-           61
+           0.0053104575163398695,
+           "G",
+           80
           ],
           [
-           0.0012510425354462051,
-           "T",
-           63
+           0.006565449322938038,
+           "G",
+           84
           ],
           [
-           0.0004158004158004158,
-           "T",
-           65
+           0.006139991813344249,
+           "G",
+           86
           ],
           [
-           0.0012484394506866417,
-           "T",
-           66
+           0.004916018025399427,
+           "G",
+           140
           ],
           [
-           0.0020798668885191347,
-           "T",
-           67
+           0.0036870135190495697,
+           "G",
+           147
           ],
           [
-           0.0004166666666666667,
-           "T",
-           74
+           0.0049079754601227,
+           "G",
+           149
           ],
           [
-           0.0008173273395995096,
-           "T",
-           83
+           0.00042052144659377626,
+           "G",
+           153
           ],
           [
-           0.000819000819000819,
-           "T",
-           85
+           0,
+           "G",
+           160
           ],
           [
-           0.0012652889076339097,
-           "T",
-           87
-          ],
+           0.0010224948875255625,
+           "G",
+           169
+          ]
+         ],
+         "type": "bar",
+         "x": [
+          8,
+          9,
+          20,
+          26,
+          28,
+          29,
+          41,
+          47,
+          54,
+          58,
+          73,
+          76,
+          80,
+          84,
+          86,
+          140,
+          147,
+          149,
+          153,
+          160,
+          169
+         ],
+         "y": [
+          0.0004310344827586207,
+          0,
+          0.004120313143798929,
+          0.0012219959266802445,
+          0.0036930652441526466,
+          0.003278688524590164,
+          0.0032935364347468094,
+          0.0053104575163398695,
+          0.003663003663003663,
+          0.003258655804480652,
+          0.003270645952575634,
+          0.004897959183673469,
+          0.0053104575163398695,
+          0.006565449322938038,
+          0.006139991813344249,
+          0.004916018025399427,
+          0.0036870135190495697,
+          0.0049079754601227,
+          0.00042052144659377626,
+          0,
+          0.0010224948875255625
+         ]
+        },
+        {
+         "error_y": {
+          "symmetric": false,
+          "type": "data"
+         },
+         "hovertemplate": "<b>mut_rate: %{text[0]}<br><b>base: %{text[1]}<br><b>index: %{text[2]}<br>",
+         "marker": {
+          "color": "#F09869"
+         },
+         "name": "A",
+         "text": [
           [
-           0.0004257130693912303,
-           "T",
-           89
+           0.0004514672686230248,
+           "A",
+           3
           ],
           [
-           0.0008399832003359933,
-           "T",
-           91
+           0,
+           "A",
+           4
           ],
           [
-           0.0016884761502743773,
-           "T",
-           93
+           0.0004955401387512388,
+           "A",
+           5
           ],
           [
-           0.0021177467174925877,
-           "T",
-           95
+           0,
+           "A",
+           12
           ],
           [
-           0.001272264631043257,
-           "T",
-           96
+           0,
+           "A",
+           13
           ],
           [
-           0.001786511835640911,
-           "T",
-           99
+           0,
+           "A",
+           15
           ],
           [
-           0.0022411474675033617,
-           "T",
-           100
+           0,
+           "A",
+           17
           ],
           [
-           0.0008936550491510277,
-           "T",
-           101
+           0.0012264922322158627,
+           "A",
+           22
           ],
           [
-           0.0013374944271065537,
-           "T",
-           102
+           0.004091653027823241,
+           "A",
+           24
           ],
           [
-           0.0018018018018018018,
-           "T",
-           103
+           0.015931372549019607,
+           "A",
+           27
           ],
           [
-           0.00042444821731748726,
-           "T",
-           105
+           0.018427518427518427,
+           "A",
+           30
           ],
           [
-           0.0004253509145044662,
-           "T",
-           107
+           0.013104013104013105,
+           "A",
+           33
           ],
           [
-           0.002553191489361702,
-           "T",
-           108
+           0.0032948929159802307,
+           "A",
+           37
           ],
           [
-           0.0008499787505312367,
-           "T",
-           111
+           0.0032719836400817996,
+           "A",
+           39
           ],
           [
-           0.0008710801393728223,
-           "T",
-           113
+           0.013109381401065138,
+           "A",
+           45
           ],
           [
-           0.001738374619730552,
-           "T",
-           114
+           0.0061374795417348605,
+           "A",
+           46
           ],
           [
-           0.0017398869073510222,
-           "T",
-           115
+           0.0024650780608052587,
+           "A",
+           48
           ],
           [
-           0.00211864406779661,
-           "T",
-           117
+           0,
+           "A",
+           50
           ],
           [
-           0.0008787346221441124,
-           "T",
-           119
+           0.017493897477624084,
+           "A",
+           55
           ],
           [
-           0.00175054704595186,
-           "T",
-           120
+           0.012043189368770765,
+           "A",
+           56
           ],
           [
-           0.0013169446883230904,
-           "T",
-           121
+           0.017486783245221633,
+           "A",
+           57
           ],
           [
-           0,
-           "T",
-           123
+           0.0024640657084188913,
+           "A",
+           59
           ],
           [
-           0.0004488330341113106,
-           "T",
-           125
+           0.003676470588235294,
+           "A",
+           60
           ],
           [
-           0.000898069151324652,
-           "T",
-           126
+           0.0020475020475020475,
+           "A",
+           62
           ],
           [
-           0.0017985611510791368,
-           "T",
-           127
+           0.0024650780608052587,
+           "A",
+           70
           ],
           [
-           0.00042643923240938164,
-           "T",
-           129
+           0.005314799672935405,
+           "A",
+           72
           ],
           [
-           0.0017331022530329288,
-           "T",
-           131
+           0.012290045063498567,
+           "A",
+           77
           ],
           [
-           0.004345936549326379,
-           "T",
-           132
+           0.014760147601476014,
+           "A",
+           78
           ],
           [
-           0.002564102564102564,
-           "T",
-           134
+           0.011513157894736841,
+           "A",
+           79
           ],
           [
-           0.0012825994014536127,
-           "T",
-           136
+           0.0037720033528918693,
+           "A",
+           81
           ],
           [
-           0.0017079419299743809,
-           "T",
-           137
+           0.009380097879282219,
+           "A",
+           142
           ],
           [
-           0.0020601565718994645,
-           "T",
-           139
+           0.007410456978180321,
+           "A",
+           145
           ],
           [
-           0.002054231717337716,
-           "T",
-           141
+           0.0069359445124439,
+           "A",
+           148
           ],
           [
-           0.0032653061224489797,
-           "T",
-           143
+           0,
+           "A",
+           156
           ],
           [
-           0.0032693093583980384,
+           0,
+           "A",
+           170
+          ]
+         ],
+         "type": "bar",
+         "x": [
+          3,
+          4,
+          5,
+          12,
+          13,
+          15,
+          17,
+          22,
+          24,
+          27,
+          30,
+          33,
+          37,
+          39,
+          45,
+          46,
+          48,
+          50,
+          55,
+          56,
+          57,
+          59,
+          60,
+          62,
+          70,
+          72,
+          77,
+          78,
+          79,
+          81,
+          142,
+          145,
+          148,
+          156,
+          170
+         ],
+         "y": [
+          0.0004514672686230248,
+          0,
+          0.0004955401387512388,
+          0,
+          0,
+          0,
+          0,
+          0.0012264922322158627,
+          0.004091653027823241,
+          0.015931372549019607,
+          0.018427518427518427,
+          0.013104013104013105,
+          0.0032948929159802307,
+          0.0032719836400817996,
+          0.013109381401065138,
+          0.0061374795417348605,
+          0.0024650780608052587,
+          0,
+          0.017493897477624084,
+          0.012043189368770765,
+          0.017486783245221633,
+          0.0024640657084188913,
+          0.003676470588235294,
+          0.0020475020475020475,
+          0.0024650780608052587,
+          0.005314799672935405,
+          0.012290045063498567,
+          0.014760147601476014,
+          0.011513157894736841,
+          0.0037720033528918693,
+          0.009380097879282219,
+          0.007410456978180321,
+          0.0069359445124439,
+          0,
+          0
+         ]
+        },
+        {
+         "error_y": {
+          "symmetric": false,
+          "type": "data"
+         },
+         "hovertemplate": "<b>mut_rate: %{text[0]}<br><b>base: %{text[1]}<br><b>index: %{text[2]}<br>",
+         "marker": {
+          "color": "#99C3EB"
+         },
+         "name": "T",
+         "text": [
+          [
+           0,
            "T",
-           144
+           1
           ],
           [
-           0.00125,
+           0,
            "T",
-           150
+           2
           ],
           [
-           0.005437055625261397,
+           0.0008309098462816784,
            "T",
-           151
+           16
           ],
           [
-           0,
+           0.002042483660130719,
            "T",
-           155
+           23
           ],
           [
-           0,
+           0.002451982018798529,
            "T",
-           158
+           25
           ],
           [
-           0,
+           0.0029069767441860465,
            "T",
-           161
+           31
           ],
           [
-           0,
+           0.001635322976287817,
            "T",
-           162
+           38
           ],
           [
-           0,
+           0.0008166598611678236,
            "T",
-           165
+           40
           ],
           [
-           0,
+           0.004105090311986864,
            "T",
-           166
+           43
           ],
           [
-           0,
+           0.0008193363375665711,
            "T",
-           167
-          ]
-         ],
-         "type": "bar",
-         "x": [
-          1,
-          2,
-          16,
-          23,
-          25,
-          31,
-          38,
-          40,
-          43,
-          49,
-          51,
-          52,
-          61,
-          63,
-          65,
-          66,
-          67,
-          74,
-          83,
-          85,
-          87,
-          89,
-          91,
-          93,
-          95,
-          96,
-          99,
-          100,
-          101,
-          102,
-          103,
-          105,
-          107,
-          108,
-          111,
-          113,
-          114,
-          115,
-          117,
-          119,
-          120,
-          121,
-          123,
-          125,
-          126,
-          127,
-          129,
-          131,
-          132,
-          134,
-          136,
-          137,
-          139,
-          141,
-          143,
-          144,
-          150,
-          151,
-          155,
-          158,
-          161,
-          162,
-          165,
-          166,
-          167
-         ],
-         "y": [
-          0,
-          0,
-          0.0008309098462816784,
-          0.002042483660130719,
-          0.002451982018798529,
-          0.0029069767441860465,
-          0.001635322976287817,
-          0.0008166598611678236,
-          0.004105090311986864,
-          0.0008193363375665711,
-          0.0004098360655737705,
-          0.0004086636697997548,
-          0.0008153281695882593,
-          0.0012510425354462051,
-          0.0004158004158004158,
-          0.0012484394506866417,
-          0.0020798668885191347,
-          0.0004166666666666667,
-          0.0008173273395995096,
-          0.000819000819000819,
-          0.0012652889076339097,
-          0.0004257130693912303,
-          0.0008399832003359933,
-          0.0016884761502743773,
-          0.0021177467174925877,
-          0.001272264631043257,
-          0.001786511835640911,
-          0.0022411474675033617,
-          0.0008936550491510277,
-          0.0013374944271065537,
-          0.0018018018018018018,
-          0.00042444821731748726,
-          0.0004253509145044662,
-          0.002553191489361702,
-          0.0008499787505312367,
-          0.0008710801393728223,
-          0.001738374619730552,
-          0.0017398869073510222,
-          0.00211864406779661,
-          0.0008787346221441124,
-          0.00175054704595186,
-          0.0013169446883230904,
-          0,
-          0.0004488330341113106,
-          0.000898069151324652,
-          0.0017985611510791368,
-          0.00042643923240938164,
-          0.0017331022530329288,
-          0.004345936549326379,
-          0.002564102564102564,
-          0.0012825994014536127,
-          0.0017079419299743809,
-          0.0020601565718994645,
-          0.002054231717337716,
-          0.0032653061224489797,
-          0.0032693093583980384,
-          0.00125,
-          0.005437055625261397,
-          0,
-          0,
-          0,
-          0,
-          0,
-          0,
-          0
-         ]
-        },
-        {
-         "error_y": {
-          "symmetric": false,
-          "type": "data"
-         },
-         "hovertemplate": "<b>mut_rate: %{text[0]}<br><b>base: %{text[1]}<br><b>index: %{text[2]}<br>",
-         "marker": {
-          "color": "#F09869"
-         },
-         "name": "A",
-         "text": [
-          [
-           0.0004514672686230248,
-           "A",
-           3
+           49
           ],
           [
-           0,
-           "A",
-           4
+           0.0004098360655737705,
+           "T",
+           51
           ],
           [
-           0.0004955401387512388,
-           "A",
-           5
+           0.0004086636697997548,
+           "T",
+           52
           ],
           [
-           0,
-           "A",
-           12
+           0.0008153281695882593,
+           "T",
+           61
           ],
           [
-           0,
-           "A",
-           13
+           0.0012510425354462051,
+           "T",
+           63
           ],
           [
-           0,
-           "A",
-           15
+           0.0004158004158004158,
+           "T",
+           65
           ],
           [
-           0,
-           "A",
-           17
+           0.0012484394506866417,
+           "T",
+           66
           ],
           [
-           0.0012264922322158627,
-           "A",
-           22
+           0.0020798668885191347,
+           "T",
+           67
           ],
           [
-           0.004091653027823241,
-           "A",
-           24
+           0.0004166666666666667,
+           "T",
+           74
           ],
           [
-           0.015931372549019607,
-           "A",
-           27
+           0.0008173273395995096,
+           "T",
+           83
           ],
           [
-           0.018427518427518427,
-           "A",
-           30
+           0.000819000819000819,
+           "T",
+           85
           ],
           [
-           0.013104013104013105,
-           "A",
-           33
+           0.0012652889076339097,
+           "T",
+           87
           ],
           [
-           0.0032948929159802307,
-           "A",
-           37
+           0.0004257130693912303,
+           "T",
+           89
           ],
           [
-           0.0032719836400817996,
-           "A",
-           39
+           0.0008399832003359933,
+           "T",
+           91
           ],
           [
-           0.013109381401065138,
-           "A",
-           45
+           0.0016884761502743773,
+           "T",
+           93
           ],
           [
-           0.0061374795417348605,
-           "A",
-           46
+           0.0021177467174925877,
+           "T",
+           95
           ],
           [
-           0.0024650780608052587,
-           "A",
-           48
+           0.001272264631043257,
+           "T",
+           96
           ],
           [
-           0,
-           "A",
-           50
+           0.001786511835640911,
+           "T",
+           99
           ],
           [
-           0.017493897477624084,
-           "A",
-           55
+           0.0022411474675033617,
+           "T",
+           100
           ],
           [
-           0.012043189368770765,
-           "A",
-           56
+           0.0008936550491510277,
+           "T",
+           101
           ],
           [
-           0.017486783245221633,
-           "A",
-           57
+           0.0013374944271065537,
+           "T",
+           102
           ],
           [
-           0.0024640657084188913,
-           "A",
-           59
+           0.0018018018018018018,
+           "T",
+           103
           ],
           [
-           0.003676470588235294,
-           "A",
-           60
+           0.00042444821731748726,
+           "T",
+           105
           ],
           [
-           0.0020475020475020475,
-           "A",
-           62
+           0.0004253509145044662,
+           "T",
+           107
           ],
           [
-           0.0024650780608052587,
-           "A",
-           70
+           0.002553191489361702,
+           "T",
+           108
           ],
           [
-           0.005314799672935405,
-           "A",
-           72
+           0.0008499787505312367,
+           "T",
+           111
           ],
           [
-           0.012290045063498567,
-           "A",
-           77
+           0.0008710801393728223,
+           "T",
+           113
           ],
           [
-           0.014760147601476014,
-           "A",
-           78
+           0.001738374619730552,
+           "T",
+           114
           ],
           [
-           0.011513157894736841,
-           "A",
-           79
+           0.0017398869073510222,
+           "T",
+           115
           ],
           [
-           0.0037720033528918693,
-           "A",
-           81
+           0.00211864406779661,
+           "T",
+           117
           ],
           [
-           0.009380097879282219,
-           "A",
-           142
+           0.0008787346221441124,
+           "T",
+           119
           ],
           [
-           0.007410456978180321,
-           "A",
-           145
+           0.00175054704595186,
+           "T",
+           120
           ],
           [
-           0.0069359445124439,
-           "A",
-           148
+           0.0013169446883230904,
+           "T",
+           121
           ],
           [
            0,
-           "A",
-           156
+           "T",
+           123
           ],
           [
-           0,
-           "A",
-           170
-          ]
-         ],
-         "type": "bar",
-         "x": [
-          3,
-          4,
-          5,
-          12,
-          13,
-          15,
-          17,
-          22,
-          24,
-          27,
-          30,
-          33,
-          37,
-          39,
-          45,
-          46,
-          48,
-          50,
-          55,
-          56,
-          57,
-          59,
-          60,
-          62,
-          70,
-          72,
-          77,
-          78,
-          79,
-          81,
-          142,
-          145,
-          148,
-          156,
-          170
-         ],
-         "y": [
-          0.0004514672686230248,
-          0,
-          0.0004955401387512388,
-          0,
-          0,
-          0,
-          0,
-          0.0012264922322158627,
-          0.004091653027823241,
-          0.015931372549019607,
-          0.018427518427518427,
-          0.013104013104013105,
-          0.0032948929159802307,
-          0.0032719836400817996,
-          0.013109381401065138,
-          0.0061374795417348605,
-          0.0024650780608052587,
-          0,
-          0.017493897477624084,
-          0.012043189368770765,
-          0.017486783245221633,
-          0.0024640657084188913,
-          0.003676470588235294,
-          0.0020475020475020475,
-          0.0024650780608052587,
-          0.005314799672935405,
-          0.012290045063498567,
-          0.014760147601476014,
-          0.011513157894736841,
-          0.0037720033528918693,
-          0.009380097879282219,
-          0.007410456978180321,
-          0.0069359445124439,
-          0,
-          0
-         ]
-        },
-        {
-         "error_y": {
-          "symmetric": false,
-          "type": "data"
-         },
-         "hovertemplate": "<b>mut_rate: %{text[0]}<br><b>base: %{text[1]}<br><b>index: %{text[2]}<br>",
-         "marker": {
-          "color": "#F7ED8F"
-         },
-         "name": "G",
-         "text": [
+           0.0004488330341113106,
+           "T",
+           125
+          ],
           [
-           0.0004310344827586207,
-           "G",
-           8
+           0.000898069151324652,
+           "T",
+           126
           ],
           [
-           0,
-           "G",
-           9
+           0.0017985611510791368,
+           "T",
+           127
           ],
           [
-           0.004120313143798929,
-           "G",
-           20
+           0.00042643923240938164,
+           "T",
+           129
           ],
           [
-           0.0012219959266802445,
-           "G",
-           26
+           0.0017331022530329288,
+           "T",
+           131
           ],
           [
-           0.0036930652441526466,
-           "G",
-           28
+           0.004345936549326379,
+           "T",
+           132
           ],
           [
-           0.003278688524590164,
-           "G",
-           29
+           0.002564102564102564,
+           "T",
+           134
           ],
           [
-           0.0032935364347468094,
-           "G",
-           41
+           0.0012825994014536127,
+           "T",
+           136
           ],
           [
-           0.0053104575163398695,
-           "G",
-           47
+           0.0017079419299743809,
+           "T",
+           137
           ],
           [
-           0.003663003663003663,
-           "G",
-           54
+           0.0020601565718994645,
+           "T",
+           139
           ],
           [
-           0.003258655804480652,
-           "G",
-           58
+           0.002054231717337716,
+           "T",
+           141
           ],
           [
-           0.003270645952575634,
-           "G",
-           73
+           0.0032653061224489797,
+           "T",
+           143
           ],
           [
-           0.004897959183673469,
-           "G",
-           76
+           0.0032693093583980384,
+           "T",
+           144
           ],
           [
-           0.0053104575163398695,
-           "G",
-           80
+           0.00125,
+           "T",
+           150
           ],
           [
-           0.006565449322938038,
-           "G",
-           84
+           0.005437055625261397,
+           "T",
+           151
           ],
           [
-           0.006139991813344249,
-           "G",
-           86
+           0,
+           "T",
+           155
           ],
           [
-           0.004916018025399427,
-           "G",
-           140
+           0,
+           "T",
+           158
           ],
           [
-           0.0036870135190495697,
-           "G",
-           147
+           0,
+           "T",
+           161
           ],
           [
-           0.0049079754601227,
-           "G",
-           149
+           0,
+           "T",
+           162
           ],
           [
-           0.00042052144659377626,
-           "G",
-           153
+           0,
+           "T",
+           165
           ],
           [
            0,
-           "G",
-           160
+           "T",
+           166
           ],
           [
-           0.0010224948875255625,
-           "G",
-           169
+           0,
+           "T",
+           167
           ]
          ],
          "type": "bar",
          "x": [
-          8,
-          9,
-          20,
-          26,
-          28,
-          29,
-          41,
-          47,
-          54,
-          58,
-          73,
-          76,
-          80,
-          84,
-          86,
-          140,
-          147,
-          149,
-          153,
-          160,
-          169
+          1,
+          2,
+          16,
+          23,
+          25,
+          31,
+          38,
+          40,
+          43,
+          49,
+          51,
+          52,
+          61,
+          63,
+          65,
+          66,
+          67,
+          74,
+          83,
+          85,
+          87,
+          89,
+          91,
+          93,
+          95,
+          96,
+          99,
+          100,
+          101,
+          102,
+          103,
+          105,
+          107,
+          108,
+          111,
+          113,
+          114,
+          115,
+          117,
+          119,
+          120,
+          121,
+          123,
+          125,
+          126,
+          127,
+          129,
+          131,
+          132,
+          134,
+          136,
+          137,
+          139,
+          141,
+          143,
+          144,
+          150,
+          151,
+          155,
+          158,
+          161,
+          162,
+          165,
+          166,
+          167
          ],
          "y": [
-          0.0004310344827586207,
           0,
-          0.004120313143798929,
-          0.0012219959266802445,
-          0.0036930652441526466,
-          0.003278688524590164,
-          0.0032935364347468094,
-          0.0053104575163398695,
-          0.003663003663003663,
-          0.003258655804480652,
-          0.003270645952575634,
-          0.004897959183673469,
-          0.0053104575163398695,
-          0.006565449322938038,
-          0.006139991813344249,
-          0.004916018025399427,
-          0.0036870135190495697,
-          0.0049079754601227,
-          0.00042052144659377626,
           0,
-          0.0010224948875255625
+          0.0008309098462816784,
+          0.002042483660130719,
+          0.002451982018798529,
+          0.0029069767441860465,
+          0.001635322976287817,
+          0.0008166598611678236,
+          0.004105090311986864,
+          0.0008193363375665711,
+          0.0004098360655737705,
+          0.0004086636697997548,
+          0.0008153281695882593,
+          0.0012510425354462051,
+          0.0004158004158004158,
+          0.0012484394506866417,
+          0.0020798668885191347,
+          0.0004166666666666667,
+          0.0008173273395995096,
+          0.000819000819000819,
+          0.0012652889076339097,
+          0.0004257130693912303,
+          0.0008399832003359933,
+          0.0016884761502743773,
+          0.0021177467174925877,
+          0.001272264631043257,
+          0.001786511835640911,
+          0.0022411474675033617,
+          0.0008936550491510277,
+          0.0013374944271065537,
+          0.0018018018018018018,
+          0.00042444821731748726,
+          0.0004253509145044662,
+          0.002553191489361702,
+          0.0008499787505312367,
+          0.0008710801393728223,
+          0.001738374619730552,
+          0.0017398869073510222,
+          0.00211864406779661,
+          0.0008787346221441124,
+          0.00175054704595186,
+          0.0013169446883230904,
+          0,
+          0.0004488330341113106,
+          0.000898069151324652,
+          0.0017985611510791368,
+          0.00042643923240938164,
+          0.0017331022530329288,
+          0.004345936549326379,
+          0.002564102564102564,
+          0.0012825994014536127,
+          0.0017079419299743809,
+          0.0020601565718994645,
+          0.002054231717337716,
+          0.0032653061224489797,
+          0.0032693093583980384,
+          0.00125,
+          0.005437055625261397,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
          ]
         },
         {
@@ -13143,7 +13144,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.2"
+   "version": "3.11.6"
   },
   "vscode": {
    "interpreter": {