diff --git a/components/stats/PhylumPd.vue b/components/stats/PhylumPd.vue
index 1ea9bb7..ba8393e 100644
--- a/components/stats/PhylumPd.vue
+++ b/components/stats/PhylumPd.vue
@@ -1,5 +1,6 @@
 <template>
   <v-data-table
+    :custom-sort="customSort"
     :headers="headers"
     :items="rowsToDisplay"
     class="gtdb-table"
@@ -21,7 +22,7 @@
     </template>
 
     <template v-slot:item.abs="{ item }">
-      {{ parseFloat((item.unscaled-item.scaled).toFixed(2)) }}
+      {{ parseFloat((item.scaled - item.unscaled).toFixed(2)) }}
     </template>
 
   </v-data-table>
@@ -41,6 +42,7 @@ function round(n: number, places: number) {
   return parseFloat(n.toFixed(places));
 }
 
+
 export default Vue.extend({
   props: {
     rows: {
@@ -110,6 +112,45 @@ export default Vue.extend({
       ],
       collapsePhyla: false
     }
+  },
+  methods: {
+    customSort(items: any, index: any, isDescending: any) {
+
+      // Check if any of the values are undefined or null
+      if (index === undefined || index === null || isDescending === undefined || isDescending === null) {
+        console.log('nothing to do, returning all items')
+        return items;
+      }
+
+      const isDesc = isDescending[0] === true;
+      const column = index[0];
+
+      items.sort((a: any, b: any) => {
+        if (column === 'abs') {
+          const aDelta = a.scaled - a.unscaled;
+          const bDelta = b.scaled - b.unscaled;
+          if (isDesc) {
+            return bDelta - aDelta;
+          } else {
+            return aDelta - bDelta;
+          }
+        } else if (column === 'scaled') {
+          if (isDesc) {
+            return b.scaled - a.scaled;
+          } else {
+            return a.scaled - b.scaled;
+          }
+        } else if (column === 'unscaled') {
+          if (isDesc) {
+            return b.unscaled - a.unscaled;
+          } else {
+            return a.unscaled - b.unscaled;
+          }
+        }
+      });
+
+      return items;
+    }
   }
 })
 </script>
diff --git a/pages/stats/r220.vue b/pages/stats/r220.vue
index fa4f174..8be1343 100644
--- a/pages/stats/r220.vue
+++ b/pages/stats/r220.vue
@@ -672,229 +672,230 @@ export default Vue.extend({
     ],
 
     phylumPdArc: [
-      { taxon: "p__Aenigmatarchaeota", scaled: 6.4, unscaled: 5.95},
-      { taxon: "p__Altiarchaeota", scaled: 1.41, unscaled: 1.13},
-      { taxon: "p__Asgardarchaeota", scaled: 4.75, unscaled: 4.9},
-      { taxon: "p__B1Sed10-29", scaled: 1.09, unscaled: 0.86},
-      { taxon: "p__EX4484-52", scaled: 1.01, unscaled: 0.93},
-      { taxon: "p__Hadarchaeota", scaled: 0.76, unscaled: 0.54},
-      { taxon: "p__Halobacteriota", scaled: 11.4, unscaled: 9.78},
-      { taxon: "p__Huberarchaeota", scaled: 0.12, unscaled: 0.2},
-      { taxon: "p__Hydrothermarchaeota", scaled: 0.79, unscaled: 0.54},
-      { taxon: "p__Iainarchaeota", scaled: 3.08, unscaled: 3.32},
-      { taxon: "p__JACRDV01", scaled: 0.1, unscaled: 0.05},
-      { taxon: "p__Methanobacteriota", scaled: 2.37, unscaled: 1.69},
-      { taxon: "p__Methanobacteriota_A", scaled: 0.54, unscaled: 0.33},
-      { taxon: "p__Methanobacteriota_B", scaled: 1.19, unscaled: 0.81},
-      { taxon: "p__Micrarchaeota", scaled: 7.91, unscaled: 9.19},
-      { taxon: "p__Nanoarchaeota", scaled: 24.31, unscaled: 26.33},
-      { taxon: "p__Nanohaloarchaeota", scaled: 0.79, unscaled: 0.84},
-      { taxon: "p__SpSt-1190", scaled: 0.61, unscaled: 0.54},
-      { taxon: "p__Thermoplasmatota", scaled: 12.54, unscaled: 12.65},
-      { taxon: "p__Thermoproteota", scaled: 18.41, unscaled: 19.21},
-      { taxon: "p__Undinarchaeota", scaled: 0.45, unscaled: 0.21},
+      { taxon: "Aenigmatarchaeota", scaled: 6.4, unscaled: 5.95},
+      { taxon: "Altiarchaeota", scaled: 1.41, unscaled: 1.13},
+      { taxon: "Asgardarchaeota", scaled: 4.75, unscaled: 4.9},
+      { taxon: "B1Sed10-29", scaled: 1.09, unscaled: 0.86},
+      { taxon: "EX4484-52", scaled: 1.01, unscaled: 0.93},
+      { taxon: "Hadarchaeota", scaled: 0.76, unscaled: 0.54},
+      { taxon: "Halobacteriota", scaled: 11.4, unscaled: 9.78},
+      { taxon: "Huberarchaeota", scaled: 0.12, unscaled: 0.2},
+      { taxon: "Hydrothermarchaeota", scaled: 0.79, unscaled: 0.54},
+      { taxon: "Iainarchaeota", scaled: 3.08, unscaled: 3.32},
+      { taxon: "JACRDV01", scaled: 0.1, unscaled: 0.05},
+      { taxon: "Methanobacteriota", scaled: 2.37, unscaled: 1.69},
+      { taxon: "Methanobacteriota_A", scaled: 0.54, unscaled: 0.33},
+      { taxon: "Methanobacteriota_B", scaled: 1.19, unscaled: 0.81},
+      { taxon: "Micrarchaeota", scaled: 7.91, unscaled: 9.19},
+      { taxon: "Nanoarchaeota", scaled: 24.31, unscaled: 26.33},
+      { taxon: "Nanohaloarchaeota", scaled: 0.79, unscaled: 0.84},
+      { taxon: "SpSt-1190", scaled: 0.61, unscaled: 0.54},
+      { taxon: "Thermoplasmatota", scaled: 12.54, unscaled: 12.65},
+      { taxon: "Thermoproteota", scaled: 18.41, unscaled: 19.21},
+      { taxon: "Undinarchaeota", scaled: 0.45, unscaled: 0.21},
     ],
 
     phylumPdBac: [
-      { taxon: "p__2-12-FULL-45-22", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__4484-113", scaled: 0.04, unscaled: 0.03},
-      { taxon: "p__4572-55", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__ARS69", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__AUK180", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__Abyssobacteria", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Acidobacteriota", scaled: 2.42, unscaled: 2.05},
-      { taxon: "p__Actinomycetota", scaled: 7.02, unscaled: 6.82},
-      { taxon: "p__Aerophobota", scaled: 0.06, unscaled: 0.04},
-      { taxon: "p__Aquificota", scaled: 0.16, unscaled: 0.15},
-      { taxon: "p__Armatimonadota", scaled: 0.66, unscaled: 0.6},
-      { taxon: "p__Atribacterota", scaled: 0.1, unscaled: 0.07},
-      { taxon: "p__Auribacterota", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__B130-G9", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__BMS3Abin14", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__BS750m-G25", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__Bacillota", scaled: 2.31, unscaled: 1.85},
-      { taxon: "p__Bacillota_A", scaled: 11.34, unscaled: 12.87},
-      { taxon: "p__Bacillota_B", scaled: 0.93, unscaled: 0.62},
-      { taxon: "p__Bacillota_C", scaled: 0.54, unscaled: 0.38},
-      { taxon: "p__Bacillota_D", scaled: 0.24, unscaled: 0.17},
-      { taxon: "p__Bacillota_E", scaled: 0.43, unscaled: 0.31},
-      { taxon: "p__Bacillota_F", scaled: 0.13, unscaled: 0.08},
-      { taxon: "p__Bacillota_G", scaled: 0.42, unscaled: 0.25},
-      { taxon: "p__Bacillota_H", scaled: 0.05, unscaled: 0.03},
-      { taxon: "p__Bacillota_I", scaled: 3.94, unscaled: 3.61},
-      { taxon: "p__Bacteroidota", scaled: 9.5, unscaled: 10.92},
-      { taxon: "p__Bdellovibrionota", scaled: 1.04, unscaled: 1.13},
-      { taxon: "p__Bdellovibrionota_F", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Bdellovibrionota_G", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__Bipolaricaulota", scaled: 0.17, unscaled: 0.15},
-      { taxon: "p__CAIJMQ01", scaled: 0.02, unscaled: 0.02},
-      { taxon: "p__CAKKQC01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__CALINM01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__CG03", scaled: 0.06, unscaled: 0.05},
-      { taxon: "p__CG2-30-53-67", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__CG2-30-70-394", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__CLD3", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__CSP1-3", scaled: 0.08, unscaled: 0.05},
-      { taxon: "p__CSSED10-310", scaled: 0.06, unscaled: 0.04},
-      { taxon: "p__Caldisericota", scaled: 0.09, unscaled: 0.09},
-      { taxon: "p__Calditrichota", scaled: 0.12, unscaled: 0.08},
-      { taxon: "p__Calescibacterota", scaled: 0.01, unscaled: 0.02},
-      { taxon: "p__Campylobacterota", scaled: 0.93, unscaled: 0.83},
-      { taxon: "p__Campylobacterota_A", scaled: 0.05, unscaled: 0.04},
-      { taxon: "p__Chlamydiota", scaled: 0.51, unscaled: 0.68},
-      { taxon: "p__Chloroflexota", scaled: 3.79, unscaled: 3.69},
-      { taxon: "p__Chrysiogenota", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Cloacimonadota", scaled: 0.24, unscaled: 0.2},
-      { taxon: "p__Coprothermobacterota", scaled: 0.02, unscaled: 0.02},
-      { taxon: "p__Cyanobacteriota", scaled: 1.71, unscaled: 1.36},
-      { taxon: "p__DAOUPZ01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__DAOVTB01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__DRYD01", scaled: 0.02, unscaled: 0.02},
-      { taxon: "p__DTU030", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__DUMD01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__DUMJ01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__DYJV01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Deferribacterota", scaled: 0.08, unscaled: 0.07},
-      { taxon: "p__Deinococcota", scaled: 0.21, unscaled: 0.18},
-      { taxon: "p__Delongbacteria", scaled: 0.05, unscaled: 0.04},
-      { taxon: "p__Dependentiae", scaled: 0.32, unscaled: 0.34},
-      { taxon: "p__Desantisbacteria", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Desulfobacterota", scaled: 3.22, unscaled: 2.56},
-      { taxon: "p__Desulfobacterota_B", scaled: 0.26, unscaled: 0.2},
-      { taxon: "p__Desulfobacterota_C", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__Desulfobacterota_D", scaled: 0.09, unscaled: 0.07},
-      { taxon: "p__Desulfobacterota_E", scaled: 0.05, unscaled: 0.04},
-      { taxon: "p__Desulfobacterota_G", scaled: 0.07, unscaled: 0.05},
-      { taxon: "p__Dictyoglomota", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__Edwardsbacteria", scaled: 0.02, unscaled: 0.02},
-      { taxon: "p__Eisenbacteria", scaled: 0.14, unscaled: 0.11},
-      { taxon: "p__Electryoneota", scaled: 0.14, unscaled: 0.11},
-      { taxon: "p__Elusimicrobiota", scaled: 0.54, unscaled: 0.51},
-      { taxon: "p__Eremiobacterota", scaled: 0.28, unscaled: 0.23},
-      { taxon: "p__FCPU426", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__Fermentibacterota", scaled: 0.07, unscaled: 0.07},
-      { taxon: "p__Fibrobacterota", scaled: 0.23, unscaled: 0.2},
-      { taxon: "p__Firestonebacteria", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__Fusobacteriota", scaled: 0.17, unscaled: 0.12},
-      { taxon: "p__GCA-001730085", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__GCA-2686955", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Gemmatimonadota", scaled: 0.68, unscaled: 0.61},
-      { taxon: "p__Goldbacteria", scaled: 0.04, unscaled: 0.03},
-      { taxon: "p__Hinthialibacterota", scaled: 0.05, unscaled: 0.04},
-      { taxon: "p__Hydrogenedentota", scaled: 0.17, unscaled: 0.13},
-      { taxon: "p__J088", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAAXHH01", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__JAAXVQ01", scaled: 0.02, unscaled: 0.02},
-      { taxon: "p__JAAYKD01", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__JABDJQ01", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__JABMQX01", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__JACIXR01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JACPQU01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__JACPQY01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JACPSX01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__JACPUC01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__JACPWU01", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__JACQOV01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__JACRDZ01", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__JADFOP01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__JADJOY01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAFGBW01", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__JAFGND01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAGLTZ01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAGLYR01", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__JAGOBX01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAGOEH01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAGRBM01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAHJDO01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAJRZV01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__JAJVIF01", scaled: 0.02, unscaled: 0.02},
-      { taxon: "p__JAJYCY01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAKLEM01", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__JALSQH01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAMCPX01", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__JAMORN01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAMOTN01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JANLFM01", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__JAPLJL01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAQTZZ01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAUVQV01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAUXIB01", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__JAUXIQ01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__JAUYMQ01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__JdFR-76", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__KSB1", scaled: 0.18, unscaled: 0.11},
-      { taxon: "p__Krumholzibacteriota", scaled: 0.18, unscaled: 0.15},
-      { taxon: "p__Latescibacterota", scaled: 0.15, unscaled: 0.11},
-      { taxon: "p__Lernaellota", scaled: 0.04, unscaled: 0.03},
-      { taxon: "p__Lindowbacteria", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Lithacetigenota", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Margulisbacteria", scaled: 0.29, unscaled: 0.24},
-      { taxon: "p__Marinisomatota", scaled: 0.42, unscaled: 0.38},
-      { taxon: "p__Mcinerneyibacteriota", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__Methylomirabilota", scaled: 0.13, unscaled: 0.09},
-      { taxon: "p__Moduliflexota", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__Muiribacteriota", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Myxococcota", scaled: 1.54, unscaled: 1.48},
-      { taxon: "p__Myxococcota_A", scaled: 0.19, unscaled: 0.17},
-      { taxon: "p__NPL-UPA2", scaled: 0.04, unscaled: 0.02},
-      { taxon: "p__Nitrospinota", scaled: 0.2, unscaled: 0.15},
-      { taxon: "p__Nitrospirota", scaled: 0.72, unscaled: 0.54},
-      { taxon: "p__Nitrospirota_A", scaled: 0.04, unscaled: 0.03},
-      { taxon: "p__Nitrospirota_B", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__Omnitrophota", scaled: 1.36, unscaled: 1.17},
-      { taxon: "p__PUNC01", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__Patescibacteria", scaled: 8.49, unscaled: 10.58},
-      { taxon: "p__Planctomycetota", scaled: 3.47, unscaled: 3.66},
-      { taxon: "p__Poribacteria", scaled: 0.13, unscaled: 0.09},
-      { taxon: "p__Pseudomonadota", scaled: 18.19, unscaled: 18.7},
-      { taxon: "p__QNDG01", scaled: 0.05, unscaled: 0.03},
-      { taxon: "p__RBG-13-61-14", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__RBG-13-66-14", scaled: 0.05, unscaled: 0.04},
-      { taxon: "p__RUG730", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__Ratteibacteria", scaled: 0.09, unscaled: 0.08},
-      { taxon: "p__Riflebacteria", scaled: 0.05, unscaled: 0.04},
-      { taxon: "p__SAR324", scaled: 0.1, unscaled: 0.11},
-      { taxon: "p__SLNR01", scaled: 0.01, unscaled: 0.0},
-      { taxon: "p__SM23-31", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__SZUA-182", scaled: 0.04, unscaled: 0.03},
-      { taxon: "p__SZUA-79", scaled: 0.03, unscaled: 0.03},
-      { taxon: "p__Schekmanbacteria", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__Spirochaetota", scaled: 1.97, unscaled: 1.65},
-      { taxon: "p__Sumerlaeota", scaled: 0.14, unscaled: 0.12},
-      { taxon: "p__Synergistota", scaled: 0.3, unscaled: 0.26},
-      { taxon: "p__T1SED10-198M", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__T1Sed10-126", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__TA06", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__TA06_A", scaled: 0.03, unscaled: 0.01},
-      { taxon: "p__Tectomicrobia", scaled: 0.02, unscaled: 0.02},
-      { taxon: "p__Thermodesulfobiota", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Thermosulfidibacterota", scaled: 0.04, unscaled: 0.03},
-      { taxon: "p__Thermotogota", scaled: 0.18, unscaled: 0.16},
-      { taxon: "p__UBA10199", scaled: 0.18, unscaled: 0.13},
-      { taxon: "p__UBA1439", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__UBA2233", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__UBA3054", scaled: 0.03, unscaled: 0.02},
-      { taxon: "p__UBA6262", scaled: 0.05, unscaled: 0.03},
-      { taxon: "p__UBA6266", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__UBA8248", scaled: 0.03, unscaled: 0.03},
-      { taxon: "p__UBA8481", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__UBA9089", scaled: 0.06, unscaled: 0.04},
-      { taxon: "p__UBP13", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__UBP14", scaled: 0.06, unscaled: 0.04},
-      { taxon: "p__UBP15", scaled: 0.02, unscaled: 0.02},
-      { taxon: "p__UBP17", scaled: 0.03, unscaled: 0.03},
-      { taxon: "p__UBP18", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__UBP4", scaled: 0.02, unscaled: 0.01},
-      { taxon: "p__UBP6", scaled: 0.04, unscaled: 0.04},
-      { taxon: "p__UBP7", scaled: 0.01, unscaled: 0.02},
-      { taxon: "p__VGIX01", scaled: 0.04, unscaled: 0.02},
-      { taxon: "p__Verrucomicrobiota", scaled: 2.38, unscaled: 2.76},
-      { taxon: "p__WOR-3", scaled: 0.36, unscaled: 0.31},
-      { taxon: "p__Wallbacteria", scaled: 0.01, unscaled: 0.01},
-      { taxon: "p__Zixibacteria", scaled: 0.31, unscaled: 0.23},
+      { taxon: "2-12-FULL-45-22", scaled: 0.01, unscaled: 0.01},
+      { taxon: "4484-113", scaled: 0.04, unscaled: 0.03},
+      { taxon: "4572-55", scaled: 0.02, unscaled: 0.01},
+      { taxon: "ARS69", scaled: 0.02, unscaled: 0.01},
+      { taxon: "AUK180", scaled: 0.03, unscaled: 0.02},
+      { taxon: "Abyssobacteria", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Acidobacteriota", scaled: 2.42, unscaled: 2.05},
+      { taxon: "Actinomycetota", scaled: 7.02, unscaled: 6.82},
+      { taxon: "Aerophobota", scaled: 0.06, unscaled: 0.04},
+      { taxon: "Aquificota", scaled: 0.16, unscaled: 0.15},
+      { taxon: "Armatimonadota", scaled: 0.66, unscaled: 0.6},
+      { taxon: "Atribacterota", scaled: 0.1, unscaled: 0.07},
+      { taxon: "Auribacterota", scaled: 0.02, unscaled: 0.01},
+      { taxon: "B130-G9", scaled: 0.01, unscaled: 0.01},
+      { taxon: "BMS3Abin14", scaled: 0.03, unscaled: 0.02},
+      { taxon: "BS750m-G25", scaled: 0.01, unscaled: 0.0},
+      { taxon: "Bacillota", scaled: 2.31, unscaled: 1.85},
+      { taxon: "Bacillota_A", scaled: 11.34, unscaled: 12.87},
+      { taxon: "Bacillota_B", scaled: 0.93, unscaled: 0.62},
+      { taxon: "Bacillota_C", scaled: 0.54, unscaled: 0.38},
+      { taxon: "Bacillota_D", scaled: 0.24, unscaled: 0.17},
+      { taxon: "Bacillota_E", scaled: 0.43, unscaled: 0.31},
+      { taxon: "Bacillota_F", scaled: 0.13, unscaled: 0.08},
+      { taxon: "Bacillota_G", scaled: 0.42, unscaled: 0.25},
+      { taxon: "Bacillota_H", scaled: 0.05, unscaled: 0.03},
+      { taxon: "Bacillota_I", scaled: 3.94, unscaled: 3.61},
+      { taxon: "Bacteroidota", scaled: 9.5, unscaled: 10.92},
+      { taxon: "Bdellovibrionota", scaled: 1.04, unscaled: 1.13},
+      { taxon: "Bdellovibrionota_F", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Bdellovibrionota_G", scaled: 0.03, unscaled: 0.02},
+      { taxon: "Bipolaricaulota", scaled: 0.17, unscaled: 0.15},
+      { taxon: "CAIJMQ01", scaled: 0.02, unscaled: 0.02},
+      { taxon: "CAKKQC01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "CALINM01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "CG03", scaled: 0.06, unscaled: 0.05},
+      { taxon: "CG2-30-53-67", scaled: 0.02, unscaled: 0.01},
+      { taxon: "CG2-30-70-394", scaled: 0.01, unscaled: 0.01},
+      { taxon: "CLD3", scaled: 0.03, unscaled: 0.02},
+      { taxon: "CSP1-3", scaled: 0.08, unscaled: 0.05},
+      { taxon: "CSSED10-310", scaled: 0.06, unscaled: 0.04},
+      { taxon: "Caldisericota", scaled: 0.09, unscaled: 0.09},
+      { taxon: "Calditrichota", scaled: 0.12, unscaled: 0.08},
+      { taxon: "Calescibacterota", scaled: 0.01, unscaled: 0.02},
+      { taxon: "Campylobacterota", scaled: 0.93, unscaled: 0.83},
+      { taxon: "Campylobacterota_A", scaled: 0.05, unscaled: 0.04},
+      { taxon: "Chlamydiota", scaled: 0.51, unscaled: 0.68},
+      { taxon: "Chloroflexota", scaled: 3.79, unscaled: 3.69},
+      { taxon: "Chrysiogenota", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Cloacimonadota", scaled: 0.24, unscaled: 0.2},
+      { taxon: "Coprothermobacterota", scaled: 0.02, unscaled: 0.02},
+      { taxon: "Cyanobacteriota", scaled: 1.71, unscaled: 1.36},
+      { taxon: "DAOUPZ01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "DAOVTB01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "DRYD01", scaled: 0.02, unscaled: 0.02},
+      { taxon: "DTU030", scaled: 0.03, unscaled: 0.02},
+      { taxon: "DUMD01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "DUMJ01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "DYJV01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Deferribacterota", scaled: 0.08, unscaled: 0.07},
+      { taxon: "Deinococcota", scaled: 0.21, unscaled: 0.18},
+      { taxon: "Delongbacteria", scaled: 0.05, unscaled: 0.04},
+      { taxon: "Dependentiae", scaled: 0.32, unscaled: 0.34},
+      { taxon: "Desantisbacteria", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Desulfobacterota", scaled: 3.22, unscaled: 2.56},
+      { taxon: "Desulfobacterota_B", scaled: 0.26, unscaled: 0.2},
+      { taxon: "Desulfobacterota_C", scaled: 0.03, unscaled: 0.02},
+      { taxon: "Desulfobacterota_D", scaled: 0.09, unscaled: 0.07},
+      { taxon: "Desulfobacterota_E", scaled: 0.05, unscaled: 0.04},
+      { taxon: "Desulfobacterota_G", scaled: 0.07, unscaled: 0.05},
+      { taxon: "Dictyoglomota", scaled: 0.02, unscaled: 0.01},
+      { taxon: "Edwardsbacteria", scaled: 0.02, unscaled: 0.02},
+      { taxon: "Eisenbacteria", scaled: 0.14, unscaled: 0.11},
+      { taxon: "Electryoneota", scaled: 0.14, unscaled: 0.11},
+      { taxon: "Elusimicrobiota", scaled: 0.54, unscaled: 0.51},
+      { taxon: "Eremiobacterota", scaled: 0.28, unscaled: 0.23},
+      { taxon: "FCPU426", scaled: 0.02, unscaled: 0.01},
+      { taxon: "Fermentibacterota", scaled: 0.07, unscaled: 0.07},
+      { taxon: "Fibrobacterota", scaled: 0.23, unscaled: 0.2},
+      { taxon: "Firestonebacteria", scaled: 0.02, unscaled: 0.01},
+      { taxon: "Fusobacteriota", scaled: 0.17, unscaled: 0.12},
+      { taxon: "GCA-001730085", scaled: 0.02, unscaled: 0.01},
+      { taxon: "GCA-2686955", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Gemmatimonadota", scaled: 0.68, unscaled: 0.61},
+      { taxon: "Goldbacteria", scaled: 0.04, unscaled: 0.03},
+      { taxon: "Hinthialibacterota", scaled: 0.05, unscaled: 0.04},
+      { taxon: "Hydrogenedentota", scaled: 0.17, unscaled: 0.13},
+      { taxon: "J088", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAAXHH01", scaled: 0.03, unscaled: 0.02},
+      { taxon: "JAAXVQ01", scaled: 0.02, unscaled: 0.02},
+      { taxon: "JAAYKD01", scaled: 0.02, unscaled: 0.01},
+      { taxon: "JABDJQ01", scaled: 0.02, unscaled: 0.01},
+      { taxon: "JABMQX01", scaled: 0.02, unscaled: 0.01},
+      { taxon: "JACIXR01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JACPQU01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "JACPQY01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JACPSX01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "JACPUC01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "JACPWU01", scaled: 0.02, unscaled: 0.01},
+      { taxon: "JACQOV01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "JACRDZ01", scaled: 0.03, unscaled: 0.02},
+      { taxon: "JADFOP01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "JADJOY01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAFGBW01", scaled: 0.02, unscaled: 0.01},
+      { taxon: "JAFGND01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAGLTZ01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAGLYR01", scaled: 0.03, unscaled: 0.02},
+      { taxon: "JAGOBX01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAGOEH01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAGRBM01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAHJDO01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAJRZV01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "JAJVIF01", scaled: 0.02, unscaled: 0.02},
+      { taxon: "JAJYCY01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAKLEM01", scaled: 0.02, unscaled: 0.01},
+      { taxon: "JALSQH01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAMCPX01", scaled: 0.02, unscaled: 0.01},
+      { taxon: "JAMORN01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAMOTN01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JANLFM01", scaled: 0.02, unscaled: 0.01},
+      { taxon: "JAPLJL01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAQTZZ01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAUVQV01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAUXIB01", scaled: 0.01, unscaled: 0.01},
+      { taxon: "JAUXIQ01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "JAUYMQ01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "JdFR-76", scaled: 0.03, unscaled: 0.02},
+      { taxon: "KSB1", scaled: 0.18, unscaled: 0.11},
+      { taxon: "Krumholzibacteriota", scaled: 0.18, unscaled: 0.15},
+      { taxon: "Latescibacterota", scaled: 0.15, unscaled: 0.11},
+      { taxon: "Lernaellota", scaled: 0.04, unscaled: 0.03},
+      { taxon: "Lindowbacteria", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Lithacetigenota", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Margulisbacteria", scaled: 0.29, unscaled: 0.24},
+      { taxon: "Marinisomatota", scaled: 0.42, unscaled: 0.38},
+      { taxon: "Mcinerneyibacteriota", scaled: 0.02, unscaled: 0.01},
+      { taxon: "Methylomirabilota", scaled: 0.13, unscaled: 0.09},
+      { taxon: "Moduliflexota", scaled: 0.02, unscaled: 0.01},
+      { taxon: "Muiribacteriota", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Myxococcota", scaled: 1.54, unscaled: 1.48},
+      { taxon: "Myxococcota_A", scaled: 0.19, unscaled: 0.17},
+      { taxon: "NPL-UPA2", scaled: 0.04, unscaled: 0.02},
+      { taxon: "Nitrospinota", scaled: 0.2, unscaled: 0.15},
+      { taxon: "Nitrospirota", scaled: 0.72, unscaled: 0.54},
+      { taxon: "Nitrospirota_A", scaled: 0.04, unscaled: 0.03},
+      { taxon: "Nitrospirota_B", scaled: 0.02, unscaled: 0.01},
+      { taxon: "Omnitrophota", scaled: 1.36, unscaled: 1.17},
+      { taxon: "PUNC01", scaled: 0.02, unscaled: 0.01},
+      { taxon: "Patescibacteria", scaled: 8.49, unscaled: 10.58},
+      { taxon: "Planctomycetota", scaled: 3.47, unscaled: 3.66},
+      { taxon: "Poribacteria", scaled: 0.13, unscaled: 0.09},
+      { taxon: "Pseudomonadota", scaled: 18.19, unscaled: 18.7},
+      { taxon: "QNDG01", scaled: 0.05, unscaled: 0.03},
+      { taxon: "RBG-13-61-14", scaled: 0.01, unscaled: 0.01},
+      { taxon: "RBG-13-66-14", scaled: 0.05, unscaled: 0.04},
+      { taxon: "RUG730", scaled: 0.02, unscaled: 0.01},
+      { taxon: "Ratteibacteria", scaled: 0.09, unscaled: 0.08},
+      { taxon: "Riflebacteria", scaled: 0.05, unscaled: 0.04},
+      { taxon: "SAR324", scaled: 0.1, unscaled: 0.11},
+      { taxon: "SLNR01", scaled: 0.01, unscaled: 0.0},
+      { taxon: "SM23-31", scaled: 0.03, unscaled: 0.02},
+      { taxon: "SZUA-182", scaled: 0.04, unscaled: 0.03},
+      { taxon: "SZUA-79", scaled: 0.03, unscaled: 0.03},
+      { taxon: "Schekmanbacteria", scaled: 0.02, unscaled: 0.01},
+      { taxon: "Spirochaetota", scaled: 1.97, unscaled: 1.65},
+      { taxon: "Sumerlaeota", scaled: 0.14, unscaled: 0.12},
+      { taxon: "Synergistota", scaled: 0.3, unscaled: 0.26},
+      { taxon: "T1SED10-198M", scaled: 0.01, unscaled: 0.01},
+      { taxon: "T1Sed10-126", scaled: 0.01, unscaled: 0.01},
+      { taxon: "TA06", scaled: 0.03, unscaled: 0.02},
+      { taxon: "TA06_A", scaled: 0.03, unscaled: 0.01},
+      { taxon: "Tectomicrobia", scaled: 0.02, unscaled: 0.02},
+      { taxon: "Thermodesulfobiota", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Thermosulfidibacterota", scaled: 0.04, unscaled: 0.03},
+      { taxon: "Thermotogota", scaled: 0.18, unscaled: 0.16},
+      { taxon: "UBA10199", scaled: 0.18, unscaled: 0.13},
+      { taxon: "UBA1439", scaled: 0.03, unscaled: 0.02},
+      { taxon: "UBA2233", scaled: 0.01, unscaled: 0.01},
+      { taxon: "UBA3054", scaled: 0.03, unscaled: 0.02},
+      { taxon: "UBA6262", scaled: 0.05, unscaled: 0.03},
+      { taxon: "UBA6266", scaled: 0.01, unscaled: 0.01},
+      { taxon: "UBA8248", scaled: 0.03, unscaled: 0.03},
+      { taxon: "UBA8481", scaled: 0.01, unscaled: 0.01},
+      { taxon: "UBA9089", scaled: 0.06, unscaled: 0.04},
+      { taxon: "UBP13", scaled: 0.01, unscaled: 0.01},
+      { taxon: "UBP14", scaled: 0.06, unscaled: 0.04},
+      { taxon: "UBP15", scaled: 0.02, unscaled: 0.02},
+      { taxon: "UBP17", scaled: 0.03, unscaled: 0.03},
+      { taxon: "UBP18", scaled: 0.01, unscaled: 0.01},
+      { taxon: "UBP4", scaled: 0.02, unscaled: 0.01},
+      { taxon: "UBP6", scaled: 0.04, unscaled: 0.04},
+      { taxon: "UBP7", scaled: 0.01, unscaled: 0.02},
+      { taxon: "VGIX01", scaled: 0.04, unscaled: 0.02},
+      { taxon: "Verrucomicrobiota", scaled: 2.38, unscaled: 2.76},
+      { taxon: "WOR-3", scaled: 0.36, unscaled: 0.31},
+      { taxon: "Wallbacteria", scaled: 0.01, unscaled: 0.01},
+      { taxon: "Zixibacteria", scaled: 0.31, unscaled: 0.23},
     ],
 
 
+
     showRedAsD3: false,
   }),
 })