From ff2103a8fa5dbcd38a5fe42d41260dfc42e796c1 Mon Sep 17 00:00:00 2001
From: Marcin Wojdyr <wojdyr@gmail.com>
Date: Sat, 13 Jul 2024 20:12:52 +0200
Subject: [PATCH] big update of X-ray deposition statistics

include depositions since 2004 - bigger downloads and slower
initialization, but probably worth it

various small modifications

update dependencies
---
 calendar.html     |     4 +-
 cod-tags.html     |     2 +-
 data.json         | 53930 ++++++++++++++++++++++++++++++++++++++++++--
 js/crossfilter.js |  4033 +++-
 js/dc.min.js      |     8 +-
 process.py        |    10 +-
 residues.html     |     2 +-
 tags.html         |     2 +-
 trends.html       |   164 +-
 xray.html         |    90 +-
 10 files changed, 55738 insertions(+), 2507 deletions(-)

diff --git a/calendar.html b/calendar.html
index fe6da56..dcec45e 100644
--- a/calendar.html
+++ b/calendar.html
@@ -129,8 +129,8 @@ <h2>all home sources</h2>
  Source code and info...</a></b>
 </div>
 <script src="https://d3js.org/d3.v4.min.js"></script>
-<!--script src="d3.v4.min.js"></script-->
-<script type="text/javascript">
+<!--script src="d3.v4.js"></script-->
+<script>
 "use strict";
 
 var ystart = 2015;
diff --git a/cod-tags.html b/cod-tags.html
index 15e2ca0..c88c16b 100644
--- a/cod-tags.html
+++ b/cod-tags.html
@@ -137,7 +137,7 @@ <h2 id="sf">HKL Files</h2>
 <script src="js/d3-request.v1.min.js"></script>
 <script src="js/d3-selection.v1.min.js"></script>
 <script src="js/tablesort.min.js"></script>
-<script type="text/javascript">
+<script>
 "use strict";
 
 function tr_html(d) {
diff --git a/data.json b/data.json
index d051277..19546f4 100644
--- a/data.json
+++ b/data.json
@@ -1,13 +1,18971 @@
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@@ -16,10 +18974,69 @@
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@@ -28,15 +19045,116 @@
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@@ -56,10 +19174,87 @@
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@@ -78,6 +19273,60 @@
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@@ -86,7 +19335,41 @@
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@@ -124,9 +19407,95 @@
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 ["3BUN","n",1,"HHC",168,2.0,1,218,7299,7354],
 ["3BUO","n",1,"HHC",4,2.6,1,218,7299,7354],
@@ -155,13 +19524,75 @@
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 ["3C9P","a",1,"HHR",19,2.0,2,226,7346,7354],
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@@ -182,11 +19613,98 @@
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@@ -218,6 +19736,113 @@
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@@ -229,6 +19854,22 @@
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 ["2VPH","s",1,"MSR",19,1.9,1,228,7357,7378],
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 ["3C1H","s",1,"XXR",173,2.2,1,206,7319,7378],
@@ -268,11 +19909,83 @@
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@@ -323,6 +20036,80 @@
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@@ -330,7 +20117,45 @@
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@@ -378,8 +20203,65 @@
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@@ -396,8 +20278,34 @@
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@@ -431,10 +20339,74 @@
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@@ -468,12 +20440,92 @@
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 ["2ZHS","8",1,"HHC",178,2.7,1,209,7336,7414],
@@ -491,6 +20543,24 @@
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 ["2ZL3","k",1,"HHC",19,2.8,1,206,7394,7414],
 ["2ZL4","k",1,"HHC",19,2.5,1,207,7394,7414],
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+["3BIE","a",1,"HHR",4,1.6,1,0,7262,7414],
+["3BJM","n",1,"HHC",19,2.4,1,0,7268,7414],
+["3BKZ","a",1,"HHR",4,1.6,1,0,7273,7414],
+["3BQJ","H",3,"HH-",20,2.3,7,220,7284,7414],
+["3BRK","S",1,"OHR",23,2.1,1,185,7285,7414],
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+["3BRV","n",1,"HHR",19,2.2,1,198,7285,7414],
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 ["3BW9","a",1,"HHR",19,1.7,1,202,7304,7414],
 ["3BWA","a",1,"HHR",19,1.3,1,202,7304,7414],
@@ -559,6 +20629,33 @@
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 ["3CSW","S",1,"XX-",24,2.1,3,228,7402,7414],
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@@ -574,11 +20671,43 @@
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@@ -627,6 +20756,30 @@
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@@ -640,7 +20793,34 @@
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@@ -678,6 +20858,36 @@
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@@ -685,8 +20895,29 @@
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@@ -715,6 +20946,39 @@
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 ["3CYG","n",1,"HHC",19,2.6,2,230,7417,7437],
 ["3D0C","n",1,"HHC",18,1.9,2,231,7425,7437],
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@@ -733,7 +20997,17 @@
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@@ -787,13 +21061,65 @@
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@@ -822,7 +21148,7 @@
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@@ -841,9 +21167,42 @@
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@@ -873,16 +21232,47 @@
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@@ -936,6 +21326,26 @@
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@@ -953,9 +21363,17 @@
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@@ -1003,6 +21421,37 @@
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@@ -1013,6 +21462,13 @@
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@@ -1026,6 +21482,24 @@
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@@ -1064,6 +21538,40 @@
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@@ -1078,8 +21586,23 @@
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@@ -1176,6 +21699,20 @@
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@@ -1193,11 +21730,20 @@
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@@ -1236,6 +21782,23 @@
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@@ -1243,7 +21806,14 @@
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@@ -1300,6 +21870,44 @@
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@@ -1309,6 +21917,10 @@
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@@ -1316,6 +21928,9 @@
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@@ -1362,6 +21977,37 @@
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@@ -1370,6 +22016,14 @@
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@@ -1380,6 +22034,10 @@
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@@ -1435,6 +22093,7 @@
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@@ -1443,6 +22102,32 @@
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@@ -1468,6 +22153,7 @@
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@@ -1558,6 +22244,20 @@
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@@ -1573,8 +22273,28 @@
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@@ -1647,6 +22367,25 @@
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@@ -1660,11 +22399,20 @@
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@@ -1675,7 +22423,7 @@
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@@ -1719,11 +22467,30 @@
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@@ -1741,11 +22508,20 @@
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@@ -1785,7 +22561,7 @@
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@@ -1826,10 +22602,42 @@
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@@ -1838,6 +22646,15 @@
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@@ -1921,6 +22738,22 @@
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@@ -1940,6 +22773,8 @@
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@@ -1953,6 +22788,15 @@
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@@ -2015,6 +22859,23 @@
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@@ -2031,10 +22892,25 @@
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@@ -2118,6 +22994,30 @@
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@@ -2128,12 +23028,25 @@
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@@ -2205,7 +23118,7 @@
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@@ -2231,17 +23144,39 @@
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@@ -2325,12 +23260,24 @@
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@@ -2338,6 +23285,10 @@
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@@ -2431,7 +23382,25 @@
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@@ -2443,6 +23412,11 @@
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@@ -2451,6 +23425,8 @@
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@@ -2489,7 +23465,6 @@
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@@ -2537,6 +23512,10 @@
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@@ -2561,6 +23540,19 @@
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@@ -2636,9 +23628,23 @@
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@@ -2655,7 +23661,20 @@
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@@ -2722,10 +23741,20 @@
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@@ -2737,6 +23766,7 @@
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@@ -2745,6 +23775,16 @@
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@@ -2837,6 +23877,8 @@
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@@ -2849,17 +23891,37 @@
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@@ -2915,6 +23977,7 @@
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@@ -2923,7 +23986,27 @@
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@@ -3000,13 +24083,27 @@
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@@ -3119,17 +24216,29 @@
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@@ -3170,7 +24279,7 @@
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@@ -3199,6 +24308,12 @@
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@@ -3211,6 +24326,12 @@
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@@ -3232,6 +24353,14 @@
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@@ -3304,6 +24433,16 @@
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@@ -3327,6 +24466,18 @@
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@@ -3379,6 +24530,7 @@
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@@ -3395,7 +24547,28 @@
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@@ -3435,8 +24608,8 @@
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@@ -3480,6 +24653,13 @@
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@@ -3491,6 +24671,7 @@
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@@ -3504,6 +24685,13 @@
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@@ -3575,6 +24763,7 @@
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@@ -3667,6 +24856,7 @@
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@@ -3740,7 +24930,6 @@
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@@ -3753,6 +24942,7 @@
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@@ -3802,7 +24992,7 @@
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@@ -3887,6 +25077,10 @@
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@@ -4046,7 +25240,7 @@
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@@ -4093,6 +25287,13 @@
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@@ -4123,6 +25324,7 @@
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@@ -4130,12 +25332,11 @@
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@@ -4205,6 +25406,10 @@
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@@ -4232,6 +25437,8 @@
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@@ -4367,6 +25574,9 @@
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@@ -4574,6 +25784,10 @@
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@@ -4711,6 +25925,7 @@
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@@ -4843,8 +26058,8 @@
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@@ -4981,7 +26196,7 @@
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@@ -5290,6 +26505,9 @@
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@@ -5780,6 +26998,7 @@
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@@ -5848,9 +27067,9 @@
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@@ -6743,7 +27962,7 @@
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@@ -7084,7 +28303,7 @@
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@@ -7235,7 +28454,7 @@
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@@ -7792,7 +29011,7 @@
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@@ -7800,7 +29019,7 @@
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@@ -8143,7 +29362,7 @@
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@@ -8313,7 +29532,7 @@
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@@ -9000,7 +30219,6 @@
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@@ -9497,7 +30715,7 @@
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@@ -9736,8 +30954,8 @@
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@@ -10122,7 +31340,7 @@
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@@ -10360,7 +31578,7 @@
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@@ -10436,7 +31654,7 @@
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@@ -10738,7 +31956,7 @@
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@@ -11191,7 +32409,7 @@
 ["3GBG","n",1,"XXC",19,1.9,1,230,7731,8119],
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@@ -11440,7 +32658,7 @@
 ["3LBN","H",3,"HHP",155,1.9,1,251,8072,8130],
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 ["3LDZ","a",1,"HOB",4,2.6,1,241,8077,8130],
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@@ -11989,7 +33207,7 @@
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@@ -12065,7 +33283,7 @@
 ["3H5E","e",1,"HHR",179,2.0,5,234,7798,8167],
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@@ -12410,7 +33628,7 @@
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 ["3AG1","8",0,"HHR",19,2.2,1,190,8147,8188],
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@@ -12451,7 +33669,7 @@
 ["3KIE","C",1,"HHP",146,3.0,1,187,8001,8188],
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@@ -13354,7 +34572,7 @@
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 ["3HS1","H",3,"OHR",5,2.5,1,241,7850,8240],
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@@ -13695,9 +34913,9 @@
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@@ -14147,13 +35365,13 @@
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 ["3MDM","S",1,"MSC",19,1.6,1,246,8158,8284],
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 ["3MF1","H",1,"OSB",18,2.2,0,243,8161,8284],
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@@ -14631,11 +35849,11 @@
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-["3MC6","s",2,"OSP",22,3.1,1,226,8155,8306],
+["3MAU","s",2,"XXP",20,2.9,1,226,8152,8306],
+["3MBB","s",2,"XXP",19,2.0,1,233,8153,8306],
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 ["3MJC","A",1,"HHR",1,1.5,1,245,8172,8306],
 ["3MJE","A",1,"HHR",1,1.4,1,245,8172,8306],
@@ -14683,7 +35901,7 @@
 ["3NLC","n",1,"HHP",19,2.1,2,257,8245,8306],
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 ["3NNG","n",1,"HHP",19,2.2,1,244,8247,8306],
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@@ -14798,7 +36016,7 @@
 ["3IXS","A",1,"ddP",1,1.7,3,241,7940,8313],
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 ["3KHO","a",1,"HHC",92,3.1,1,0,7998,8313],
@@ -14879,7 +36097,7 @@
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@@ -14889,7 +36107,7 @@
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@@ -15048,7 +36266,7 @@
 ["3GTT","H",3,"HHP",20,2.4,1,238,7772,8328],
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@@ -15310,13 +36528,13 @@
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 ["3OMV","H",3,"MSR",92,4.0,1,204,8315,8335],
-["3ON5","S",1,"OSB",96,2.8,7,209,8315,8335],
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@@ -15433,7 +36651,7 @@
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@@ -15685,8 +36903,8 @@
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@@ -15711,7 +36929,7 @@
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@@ -15794,7 +37012,7 @@
 ["3NP4","H",3,"MSR",20,1.9,1,256,8251,8365],
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@@ -15827,7 +37045,7 @@
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@@ -15906,7 +37124,6 @@
 ["3NH8","A",1,"HHP",171,2.8,1,250,8238,8372],
 ["3NWC","s",2,"XXP",20,1.7,3,224,8265,8372],
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@@ -15938,14 +37155,14 @@
 ["3OYA","f",0,"MSR",92,2.6,1,257,8343,8372],
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@@ -16043,9 +37260,9 @@
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@@ -16064,7 +37281,6 @@
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 ["3OM9","S",1,"HHC",4,2.0,1,228,8314,8379],
@@ -16078,14 +37294,14 @@
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@@ -16163,7 +37379,7 @@
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@@ -16172,9 +37388,9 @@
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@@ -16198,7 +37414,7 @@
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@@ -16217,7 +37433,7 @@
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@@ -16374,7 +37590,7 @@
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@@ -16481,7 +37697,7 @@
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@@ -16556,7 +37772,7 @@
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@@ -16749,7 +37965,7 @@
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@@ -16795,7 +38011,6 @@
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@@ -16872,7 +38087,7 @@
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@@ -16917,7 +38132,7 @@
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@@ -17086,7 +38301,7 @@
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@@ -17112,7 +38327,7 @@
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@@ -17175,7 +38390,7 @@
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@@ -17347,7 +38562,7 @@
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@@ -17768,7 +38983,7 @@
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@@ -17863,7 +39078,7 @@
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@@ -18139,7 +39354,7 @@
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@@ -18158,7 +39373,7 @@
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@@ -18451,7 +39666,7 @@
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@@ -18517,7 +39732,7 @@
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@@ -18565,7 +39780,7 @@
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@@ -18996,7 +40211,7 @@
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@@ -19187,7 +40402,6 @@
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@@ -19240,7 +40454,7 @@
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@@ -19445,8 +40659,8 @@
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@@ -19562,7 +40776,7 @@
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@@ -19922,7 +41136,7 @@
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@@ -19949,7 +41163,7 @@
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@@ -20090,6 +41304,7 @@
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@@ -20173,10 +41388,10 @@
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@@ -20489,7 +41704,6 @@
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@@ -20571,7 +41785,7 @@
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@@ -20759,7 +41973,7 @@
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@@ -20819,6 +42033,7 @@
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@@ -21092,7 +42307,7 @@
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@@ -21116,7 +42331,7 @@
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@@ -21741,12 +42956,12 @@
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@@ -21857,7 +43072,6 @@
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@@ -21966,6 +43180,7 @@
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@@ -22038,7 +43253,7 @@
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@@ -22346,8 +43561,8 @@
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@@ -22379,7 +43594,7 @@
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@@ -22494,7 +43709,6 @@
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@@ -22675,6 +43889,7 @@
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@@ -22804,7 +44019,7 @@
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@@ -22917,7 +44132,6 @@
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@@ -22959,7 +44173,7 @@
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@@ -23014,7 +44228,7 @@
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@@ -23115,6 +44329,7 @@
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@@ -23427,8 +44642,6 @@
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@@ -23535,7 +44748,7 @@
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@@ -23739,8 +44952,8 @@
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@@ -24022,7 +45235,6 @@
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@@ -24097,7 +45309,7 @@
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@@ -24154,7 +45366,7 @@
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@@ -24306,11 +45518,11 @@
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@@ -24388,7 +45600,7 @@
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@@ -24452,7 +45664,7 @@
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@@ -24523,7 +45735,7 @@
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@@ -24693,7 +45905,6 @@
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@@ -24778,6 +45989,7 @@
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@@ -24806,9 +46018,6 @@
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@@ -25203,7 +46412,6 @@
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@@ -25312,7 +46520,7 @@
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@@ -25350,6 +46558,7 @@
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@@ -25655,7 +46864,7 @@
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@@ -25800,7 +47009,7 @@
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@@ -25834,7 +47043,6 @@
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@@ -26021,7 +47229,7 @@
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@@ -26943,7 +48151,7 @@
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@@ -28640,7 +49849,6 @@
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@@ -29844,7 +51051,7 @@
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@@ -30542,7 +51747,6 @@
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@@ -30621,7 +51825,7 @@
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@@ -31008,7 +52212,7 @@
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@@ -31021,7 +52225,7 @@
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@@ -31219,7 +52423,7 @@
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@@ -31399,7 +52603,7 @@
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@@ -31973,9 +53177,9 @@
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@@ -32315,7 +53519,7 @@
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@@ -32495,7 +53699,6 @@
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@@ -32646,6 +53849,7 @@
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@@ -32769,7 +53973,6 @@
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@@ -32915,7 +54118,6 @@
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@@ -33036,6 +54238,7 @@
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@@ -33196,10 +54399,10 @@
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@@ -33629,7 +54832,7 @@
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@@ -34638,9 +55841,9 @@
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@@ -34926,7 +56129,6 @@
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@@ -34996,7 +56198,6 @@
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@@ -35398,7 +56599,7 @@
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@@ -35415,8 +56616,6 @@
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@@ -35631,6 +56830,8 @@
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@@ -35799,7 +57000,7 @@
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@@ -36293,7 +57494,7 @@
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@@ -36826,7 +58027,7 @@
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@@ -37352,7 +58553,6 @@
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@@ -37767,7 +58967,6 @@
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@@ -38415,8 +59614,8 @@
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@@ -38952,17 +60151,12 @@
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@@ -39110,6 +60304,7 @@
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@@ -39117,7 +60312,11 @@
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@@ -41049,7 +62248,7 @@
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@@ -41871,7 +63070,7 @@
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@@ -41906,7 +63105,7 @@
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@@ -41944,7 +63143,6 @@
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@@ -42107,8 +63305,8 @@
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@@ -42912,7 +64110,6 @@
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@@ -43229,7 +64426,6 @@
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@@ -43783,12 +64979,12 @@
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@@ -44593,9 +65789,9 @@
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@@ -44613,7 +65809,7 @@
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@@ -44663,7 +65859,6 @@
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@@ -44813,7 +66008,7 @@
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@@ -44909,7 +66104,7 @@
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@@ -45020,11 +66215,11 @@
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@@ -45169,7 +66364,6 @@
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@@ -45227,7 +66421,6 @@
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@@ -45417,7 +66610,7 @@
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@@ -45579,9 +66772,9 @@
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@@ -45597,10 +66790,10 @@
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@@ -45953,7 +67146,7 @@
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@@ -45988,7 +67181,7 @@
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@@ -46120,8 +67313,36 @@
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@@ -46139,6 +67360,7 @@
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@@ -46176,7 +67398,7 @@
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@@ -46207,7 +67429,7 @@
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@@ -46676,7 +67898,7 @@
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@@ -46928,7 +68150,7 @@
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@@ -47026,12 +68248,12 @@
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@@ -47050,8 +68272,8 @@
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@@ -47059,7 +68281,7 @@
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@@ -47325,7 +68547,7 @@
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@@ -47672,7 +68894,7 @@
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@@ -47685,16 +68907,16 @@
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@@ -47825,9 +69047,9 @@
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@@ -47986,12 +69208,12 @@
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@@ -48102,7 +69324,7 @@
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@@ -48135,18 +69357,18 @@
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@@ -48156,7 +69378,7 @@
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@@ -48304,7 +69526,7 @@
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@@ -48431,12 +69653,12 @@
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@@ -48474,19 +69696,19 @@
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@@ -48582,7 +69804,7 @@
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@@ -48592,15 +69814,14 @@
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@@ -48640,7 +69861,7 @@
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@@ -48648,24 +69869,24 @@
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@@ -48690,8 +69911,6 @@
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@@ -48757,7 +69976,7 @@
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@@ -49020,7 +70239,6 @@
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@@ -49094,7 +70312,7 @@
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@@ -49103,7 +70321,7 @@
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@@ -49426,9 +70644,9 @@
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@@ -49439,7 +70657,7 @@
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@@ -49507,7 +70725,6 @@
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@@ -49569,10 +70786,10 @@
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@@ -49589,9 +70806,9 @@
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@@ -49694,7 +70911,7 @@
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@@ -49766,8 +70983,8 @@
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@@ -49856,7 +71073,7 @@
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@@ -49902,9 +71119,7 @@
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@@ -49961,8 +71176,8 @@
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@@ -50272,18 +71487,18 @@
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@@ -50346,8 +71561,9 @@
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@@ -50490,7 +71706,6 @@
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@@ -50521,7 +71736,7 @@
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@@ -50653,7 +71868,6 @@
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@@ -50714,10 +71928,10 @@
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@@ -50949,7 +72163,6 @@
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@@ -51394,7 +72607,7 @@
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@@ -51597,7 +72810,7 @@
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@@ -51847,7 +73060,7 @@
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@@ -51909,7 +73122,7 @@
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@@ -52110,7 +73323,7 @@
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@@ -52247,8 +73460,8 @@
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@@ -52506,8 +73719,6 @@
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@@ -52593,7 +73804,7 @@
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@@ -52664,7 +73875,7 @@
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@@ -53164,7 +74375,7 @@
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@@ -53178,7 +74389,6 @@
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@@ -53276,7 +74486,7 @@
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@@ -53285,7 +74495,7 @@
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@@ -53485,7 +74695,7 @@
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@@ -53757,7 +74967,7 @@
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@@ -53766,7 +74976,7 @@
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@@ -53842,7 +75052,7 @@
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@@ -54286,7 +75496,7 @@
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@@ -54411,7 +75621,7 @@
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@@ -54635,8 +75845,6 @@
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@@ -54668,7 +75876,7 @@
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@@ -55343,7 +76551,7 @@
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@@ -55470,7 +76678,7 @@
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@@ -55507,7 +76715,6 @@
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@@ -55588,10 +76795,10 @@
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@@ -55750,7 +76957,7 @@
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@@ -55885,13 +77092,13 @@
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@@ -55903,8 +77110,8 @@
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@@ -56181,7 +77388,6 @@
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@@ -56202,7 +77408,6 @@
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@@ -56229,7 +77434,7 @@
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@@ -56485,8 +77690,8 @@
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@@ -56589,20 +77794,20 @@
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@@ -56710,7 +77915,7 @@
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@@ -56836,9 +78041,9 @@
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@@ -57169,7 +78374,7 @@
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@@ -57396,7 +78601,7 @@
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@@ -57487,11 +78692,11 @@
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@@ -57719,8 +78924,7 @@
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@@ -57828,7 +79032,7 @@
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@@ -58004,7 +79208,7 @@
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@@ -58016,7 +79220,7 @@
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@@ -58110,7 +79314,7 @@
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@@ -58201,7 +79405,7 @@
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@@ -58274,7 +79478,7 @@
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@@ -58416,7 +79620,7 @@
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@@ -58451,8 +79655,8 @@
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@@ -58519,8 +79723,8 @@
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@@ -58598,7 +79802,7 @@
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@@ -58803,7 +80007,6 @@
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@@ -58837,7 +80040,7 @@
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@@ -58902,7 +80105,7 @@
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@@ -59266,9 +80469,7 @@
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@@ -59284,7 +80485,7 @@
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@@ -59491,7 +80692,6 @@
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@@ -59508,7 +80708,6 @@
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@@ -59604,7 +80803,7 @@
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@@ -59869,7 +81068,7 @@
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@@ -59907,8 +81106,8 @@
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@@ -60362,7 +81561,7 @@
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@@ -60653,8 +81852,8 @@
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@@ -60697,7 +81896,7 @@
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@@ -61001,8 +82200,8 @@
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@@ -61106,9 +82305,9 @@
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@@ -61187,7 +82386,7 @@
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@@ -61413,14 +82612,14 @@
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@@ -61493,11 +82692,11 @@
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@@ -61697,7 +82896,6 @@
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@@ -61729,9 +82927,9 @@
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@@ -61772,7 +82970,7 @@
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@@ -62213,7 +83411,7 @@
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@@ -62520,8 +83718,8 @@
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@@ -63151,8 +84349,8 @@
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@@ -63222,10 +84420,10 @@
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@@ -63238,7 +84436,7 @@
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@@ -63328,10 +84526,10 @@
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@@ -63536,7 +84734,7 @@
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@@ -63580,8 +84778,8 @@
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@@ -63637,7 +84835,7 @@
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@@ -63729,7 +84927,7 @@
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@@ -63974,7 +85172,7 @@
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@@ -63984,7 +85182,7 @@
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@@ -64138,7 +85336,6 @@
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@@ -64151,9 +85348,9 @@
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@@ -64217,7 +85414,7 @@
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@@ -64246,7 +85443,6 @@
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@@ -64291,9 +85487,9 @@
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@@ -64326,8 +85522,7 @@
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@@ -64450,7 +85645,6 @@
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@@ -64474,7 +85668,7 @@
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@@ -64582,7 +85776,7 @@
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@@ -64593,10 +85787,10 @@
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@@ -64831,7 +86025,7 @@
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@@ -64907,9 +86101,9 @@
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@@ -64955,7 +86149,7 @@
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@@ -65063,7 +86257,7 @@
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@@ -65125,7 +86319,7 @@
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@@ -65300,7 +86494,7 @@
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@@ -65363,9 +86557,9 @@
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@@ -65702,7 +86896,7 @@
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@@ -65738,7 +86932,7 @@
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@@ -65915,7 +87109,6 @@
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@@ -66207,7 +87400,7 @@
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@@ -66323,7 +87516,6 @@
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@@ -66332,9 +87524,9 @@
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@@ -66362,7 +87554,7 @@
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@@ -66376,7 +87568,7 @@
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@@ -66690,8 +87882,8 @@
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@@ -66859,8 +88051,8 @@
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@@ -66970,7 +88162,7 @@
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@@ -67216,8 +88408,8 @@
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@@ -68220,8 +89412,8 @@
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@@ -69130,7 +90321,7 @@
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@@ -70423,9 +91612,9 @@
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@@ -70540,12 +91729,12 @@
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@@ -70872,7 +92061,7 @@
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@@ -71002,9 +92191,9 @@
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@@ -71283,7 +92472,7 @@
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@@ -71395,8 +92584,8 @@
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@@ -71442,7 +92631,7 @@
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@@ -71545,8 +92734,8 @@
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@@ -71687,7 +92876,7 @@
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@@ -71697,12 +92886,12 @@
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@@ -71931,7 +93120,7 @@
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@@ -72039,7 +93228,7 @@
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@@ -72258,7 +93447,7 @@
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@@ -72344,11 +93533,11 @@
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@@ -72507,7 +93696,7 @@
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@@ -72564,8 +93753,8 @@
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@@ -72803,12 +93992,12 @@
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@@ -72935,7 +94124,7 @@
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@@ -73078,7 +94267,7 @@
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@@ -73092,8 +94281,8 @@
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@@ -73199,7 +94388,7 @@
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@@ -73332,7 +94521,7 @@
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@@ -73634,7 +94823,7 @@
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@@ -73642,7 +94831,6 @@
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@@ -73817,7 +95005,6 @@
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@@ -74637,7 +95824,7 @@
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@@ -74777,7 +95964,7 @@
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@@ -74848,8 +96035,8 @@
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@@ -75041,7 +96228,7 @@
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@@ -75176,7 +96363,7 @@
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@@ -75195,11 +96382,11 @@
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@@ -75246,7 +96433,7 @@
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@@ -75262,16 +96449,16 @@
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@@ -75314,7 +96501,7 @@
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@@ -75335,7 +96522,7 @@
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@@ -75348,7 +96535,6 @@
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@@ -75406,7 +96592,7 @@
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@@ -75470,7 +96656,7 @@
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@@ -75602,7 +96788,7 @@
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@@ -75620,7 +96806,7 @@
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@@ -75736,8 +96922,8 @@
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@@ -75756,7 +96942,7 @@
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@@ -76109,9 +97295,9 @@
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@@ -76143,7 +97329,7 @@
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@@ -76158,9 +97344,9 @@
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@@ -76199,8 +97385,8 @@
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@@ -76260,7 +97446,7 @@
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@@ -76277,7 +97463,7 @@
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@@ -76304,8 +97490,8 @@
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@@ -76572,7 +97758,7 @@
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@@ -76587,9 +97773,9 @@
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@@ -76616,7 +97802,7 @@
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@@ -76717,8 +97903,8 @@
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@@ -76869,10 +98055,10 @@
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@@ -76889,7 +98075,7 @@
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@@ -76905,8 +98091,8 @@
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@@ -76935,8 +98121,8 @@
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@@ -76959,7 +98145,7 @@
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@@ -77115,7 +98301,7 @@
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@@ -77173,7 +98359,6 @@
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@@ -77189,7 +98374,7 @@
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@@ -77204,12 +98389,12 @@
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@@ -77226,7 +98411,7 @@
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@@ -77280,7 +98465,7 @@
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@@ -77401,7 +98586,6 @@
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@@ -77728,7 +98912,7 @@
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@@ -77924,8 +99108,8 @@
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@@ -77974,7 +99158,7 @@
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@@ -78013,12 +99197,12 @@
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@@ -78037,7 +99221,7 @@
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@@ -78232,7 +99416,7 @@
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@@ -78256,7 +99440,6 @@
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@@ -78369,7 +99552,7 @@
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@@ -78395,7 +99578,7 @@
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@@ -78629,7 +99812,6 @@
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@@ -78665,7 +99847,7 @@
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@@ -78776,7 +99958,7 @@
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@@ -78923,10 +100105,10 @@
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@@ -78966,7 +100148,7 @@
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@@ -78980,8 +100162,8 @@
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@@ -79039,7 +100221,7 @@
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@@ -79245,7 +100427,7 @@
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@@ -79283,7 +100465,7 @@
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@@ -79458,7 +100640,7 @@
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@@ -79636,7 +100818,7 @@
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@@ -79737,7 +100919,7 @@
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@@ -79768,8 +100950,8 @@
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@@ -79967,7 +101149,7 @@
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@@ -79994,7 +101176,7 @@
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@@ -80050,7 +101232,7 @@
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@@ -80081,7 +101263,7 @@
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@@ -80397,7 +101579,7 @@
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@@ -80627,7 +101809,7 @@
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@@ -80694,7 +101876,7 @@
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@@ -80829,7 +102011,7 @@
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@@ -81003,8 +102185,8 @@
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@@ -81058,10 +102240,10 @@
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@@ -81103,7 +102285,6 @@
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@@ -81158,7 +102339,7 @@
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@@ -81311,8 +102492,8 @@
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@@ -81555,8 +102736,8 @@
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@@ -81667,14 +102848,14 @@
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@@ -81756,7 +102937,7 @@
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@@ -81767,7 +102948,7 @@
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@@ -81837,8 +103018,8 @@
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@@ -81972,7 +103153,7 @@
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@@ -82108,7 +103289,7 @@
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@@ -82139,7 +103320,7 @@
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@@ -82234,7 +103415,6 @@
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@@ -82258,7 +103438,7 @@
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@@ -82425,7 +103605,7 @@
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@@ -82583,8 +103763,8 @@
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@@ -82640,10 +103820,9 @@
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@@ -82761,12 +103940,12 @@
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@@ -82813,7 +103992,7 @@
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@@ -82863,7 +104042,6 @@
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@@ -83172,7 +104350,7 @@
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@@ -83188,7 +104366,6 @@
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@@ -83465,7 +104642,7 @@
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@@ -83809,7 +104986,6 @@
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@@ -83886,8 +105062,8 @@
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@@ -84004,7 +105180,7 @@
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@@ -84043,15 +105219,15 @@
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@@ -84086,8 +105262,8 @@
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@@ -84152,7 +105328,7 @@
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@@ -84231,9 +105407,9 @@
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@@ -84394,13 +105570,13 @@
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@@ -84465,7 +105641,7 @@
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@@ -84513,8 +105689,8 @@
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@@ -84844,7 +106020,6 @@
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@@ -84856,7 +106031,7 @@
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@@ -85026,7 +106201,7 @@
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@@ -85037,8 +106212,8 @@
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@@ -85091,7 +106266,7 @@
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@@ -85190,7 +106365,6 @@
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@@ -85262,7 +106436,7 @@
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@@ -85296,8 +106470,8 @@
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@@ -85402,10 +106576,9 @@
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@@ -85432,7 +106605,6 @@
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@@ -85574,8 +106746,8 @@
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@@ -85599,7 +106771,7 @@
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@@ -86236,10 +107405,10 @@
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@@ -86370,7 +107539,6 @@
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@@ -87000,11 +108167,11 @@
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@@ -87057,12 +108224,12 @@
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@@ -87161,7 +108328,7 @@
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@@ -87309,7 +108476,7 @@
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@@ -87365,7 +108532,7 @@
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@@ -87441,8 +108608,8 @@
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@@ -87588,10 +108755,6 @@
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@@ -87716,7 +108879,6 @@
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@@ -87845,7 +109007,7 @@
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@@ -87857,7 +109019,6 @@
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@@ -88080,12 +109241,12 @@
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@@ -89004,7 +110163,6 @@
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@@ -90319,7 +111465,7 @@
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@@ -90562,7 +111708,6 @@
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@@ -92863,7 +114007,7 @@
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@@ -93201,7 +114345,7 @@
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@@ -93333,7 +114477,7 @@
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@@ -93532,7 +114676,7 @@
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@@ -93923,7 +115067,7 @@
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@@ -94633,7 +115772,6 @@
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@@ -94662,13 +115800,12 @@
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@@ -94782,7 +115919,7 @@
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@@ -94808,7 +115945,7 @@
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@@ -94859,7 +115996,7 @@
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@@ -95252,7 +116389,7 @@
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@@ -96427,8 +117558,8 @@
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@@ -96484,11 +117615,11 @@
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@@ -96693,7 +117824,7 @@
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@@ -96840,8 +117971,8 @@
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@@ -97141,10 +118271,10 @@
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@@ -97224,7 +118353,6 @@
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@@ -97290,7 +118417,7 @@
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@@ -97317,7 +118444,7 @@
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@@ -97562,7 +118689,7 @@
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@@ -97660,7 +118787,7 @@
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@@ -97794,10 +118921,10 @@
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@@ -97816,7 +118943,6 @@
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@@ -99084,10 +120206,10 @@
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@@ -99137,7 +120259,7 @@
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@@ -99241,7 +120363,7 @@
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@@ -99296,7 +120418,7 @@
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@@ -99654,7 +120776,7 @@
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@@ -102656,7 +123769,7 @@
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@@ -102682,9 +123795,8 @@
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@@ -102741,7 +123853,7 @@
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@@ -102855,7 +123967,7 @@
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@@ -102928,16 +124040,12 @@
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@@ -102954,13 +124062,6 @@
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@@ -102969,7 +124070,7 @@
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@@ -103018,7 +124119,6 @@
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@@ -103129,9 +124229,7 @@
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@@ -103312,7 +124410,7 @@
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@@ -103408,7 +124506,7 @@
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@@ -103860,7 +124957,7 @@
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@@ -103998,7 +125094,7 @@
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@@ -104228,7 +125324,7 @@
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@@ -104241,7 +125337,6 @@
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@@ -104267,7 +125362,6 @@
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@@ -104302,7 +125396,7 @@
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@@ -104326,7 +125420,7 @@
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@@ -104520,7 +125614,7 @@
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@@ -104535,7 +125629,7 @@
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@@ -104550,11 +125644,10 @@
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@@ -104567,9 +125660,8 @@
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@@ -104677,7 +125769,6 @@
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@@ -105427,14 +126513,7 @@
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@@ -105601,9 +126680,9 @@
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@@ -105723,7 +126802,7 @@
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@@ -105868,7 +126946,7 @@
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@@ -105912,7 +126990,7 @@
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@@ -105934,7 +127012,7 @@
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@@ -105942,9 +127020,8 @@
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@@ -105977,7 +127054,7 @@
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@@ -106074,21 +127151,14 @@
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@@ -106111,7 +127181,7 @@
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+["8TDD","a",2,"XAP",5,1.9,0,401,13250,13635],
+["8TEC","a",2,"XXP",4,2.0,1,374,13254,13635],
+["8TEE","n",2,"XXP",4,2.5,1,373,13254,13635],
+["8TWF","a",2,"XXP",19,2.4,1,405,13301,13635],
+["8TWG","a",2,"XXP",18,1.8,1,405,13301,13635],
+["8TWP","a",2,"XXP",20,2.9,1,390,13301,13635],
+["8TWR","a",2,"XXP",20,3.1,1,383,13301,13635],
+["8TX5","a",2,"MAP",4,1.9,1,355,13302,13635],
+["8TX6","a",2,"MAP",5,1.6,1,355,13302,13635],
+["8UAJ","u",2,"XAP",3,2.1,1,403,13333,13635],
+["8UAR","u",1,"XAR",4,3.0,1,403,13334,13635],
+["8UAS","u",1,"XAP",4,2.2,1,404,13334,13635],
+["8UAT","u",2,"XAP",1,2.8,1,403,13334,13635],
+["8V1O","a",2,"XAR",5,2.9,1,355,13397,13635],
+["8V2F","h",2,"XAR",5,2.1,1,395,13398,13635],
+["8V2L","h",2,"XAR",18,2.4,1,395,13398,13635],
+["8VCC","n",2,"XAP",197,2.4,1,406,13422,13635],
+["8VRE","a",2,"XAP",5,1.8,0,406,13461,13635],
+["8VW4","A",2,"XAP",19,2.4,1,374,13471,13635],
+["8VW5","A",2,"XAP",1,1.8,1,357,13471,13635],
+["8VY6","a",2,"HHR",21,2.8,1,361,13479,13635],
+["8W0K","a",2,"XAP",1,1.4,0,399,13485,13635],
+["8W33","u",2,"XAR",20,1.6,5,359,13493,13635],
+["8W4G","t",1,"XXP",19,2.1,1,362,13304,13635],
+["8W4I","t",1,"XXP",4,2.9,1,361,13304,13635],
+["8W4L","t",1,"HHP",178,3.1,1,369,13304,13635],
+["8W4M","t",1,"HHP",20,2.2,1,389,13304,13635],
+["8W4N","t",1,"HHP",4,3.1,1,367,13304,13635],
+["8WD0","S",2,"XXP",19,2.6,1,412,13326,13635],
+["8WT3","k",2,"MAP",19,1.1,1,402,13361,13635],
+["8WT4","k",2,"MAP",18,1.6,1,390,13361,13635],
+["8X8G","t",1,"XXP",19,2.3,1,362,13403,13635],
+["8XM1","h",2,"HHP",19,1.9,1,396,13435,13635],
+["8XM2","h",2,"HHP",19,1.8,1,403,13435,13635],
+["8YIE","8",2,"XXP",4,1.7,1,393,13501,13635],
+["8YIF","p",2,"XXP",4,1.6,1,410,13501,13635],
+["8YRH","h",2,"XAP",19,1.5,1,393,13525,13635],
+["8YTN","8",2,"XXP",23,1.7,1,417,13530,13635],
+["8YTO","8",2,"XXP",19,1.0,1,412,13530,13635],
+["8YTP","8",2,"XXP",19,1.4,1,417,13530,13635],
+["8YVV","h",2,"XAR",19,2.2,1,413,13533,13635],
+["8YZ7","h",2,"XXP",154,2.0,1,396,13542,13635],
+["8Z1R","h",2,"HHP",20,1.8,1,422,13547,13635],
+["8Z28","h",2,"HHP",19,1.4,1,411,13548,13635],
+["8Z38","h",2,"HHP",19,2.2,1,416,13550,13635],
+["8Z3B","t",1,"HHP",19,2.3,1,372,13551,13635],
+["8Z50","h",2,"HHP",20,2.8,1,416,13554,13635],
+["8ZJB","h",2,"DHP",19,3.2,1,328,13582,13635],
+["8ZWV","u",2,"XAR",19,1.5,1,416,13613,13635],
+["9BBB","A",1,"MSP",23,2.5,1,303,13541,13635],
+["9BC2","A",2,"XAR",92,2.8,1,414,13543,13635],
+["9BC3","S",2,"XXR",1,2.5,1,398,13543,13635],
+["9BC4","S",2,"XXR",4,1.8,1,399,13543,13635],
+["9BGP","H",2,"OOR",1,1.2,0,414,13555,13635],
+["9BGR","H",2,"OOR",1,1.1,0,421,13555,13635],
+["9BJA","c",2,"XA-",4,2.1,1,413,13561,13635],
+["9BKM","s",2,"XXR",154,2.1,1,362,13565,13635],
+["9BKN","s",2,"XXR",154,1.3,1,368,13565,13635],
+["9BKO","s",2,"XXR",154,1.4,1,368,13565,13635],
+["9C0O","a",2,"-AP",19,1.5,1,422,13595,13635],
+["9C61","a",2,"HHB",19,2.6,0,409,13607,13635],
+["9EN2","f",2,"XAR",19,2.2,1,390,13516,13635],
+["9F98","f",2,"XXB",1,2.1,1,353,13575,13635],
+["9F9K","d",2,"XXB",4,2.7,1,357,13575,13635],
+["9F9L","d",2,"XXB",4,2.0,1,366,13575,13635],
+["9F9Z","d",2,"XAR",4,2.3,0,348,13577,13635],
+["9FA3","e",2,"XAR",4,1.4,0,355,13578,13635],
+["9FA6","e",2,"XAR",4,1.5,0,358,13578,13635],
+["9FAD","d",2,"XAR",4,1.5,0,361,13578,13635],
+["9FAL","n",2,"XAR",4,1.4,0,365,13578,13635],
+["9FAY","n",2,"XAR",4,1.4,0,369,13578,13635],
+["9FAZ","d",2,"XAR",4,1.5,0,372,13578,13635],
+["9FB2","d",2,"XAR",4,1.1,0,374,13579,13635],
+["9FDD","U",1,"HAR",146,2.8,1,118,13584,13635],
+["9FDI","s",2,"XAR",4,1.4,0,356,13585,13635],
+["9IIL","e",2,"XXR",20,2.2,1,414,13620,13635],
+["9IIM","e",2,"XXR",20,2.7,1,414,13620,13635],
+["9IJ6","e",2,"XXR",20,2.4,1,414,13621,13635],
+["9IJB","h",2,"HHP",19,2.7,1,391,13622,13635]
 ]
diff --git a/js/crossfilter.js b/js/crossfilter.js
index a9b843b..5372da4 100644
--- a/js/crossfilter.js
+++ b/js/crossfilter.js
@@ -1,19 +1,1141 @@
-(function(exports){
-crossfilter.version = "1.3.14";
-function crossfilter_identity(d) {
-  return d;
+(function(f){if(typeof exports==="object"&&typeof module!=="undefined"){module.exports=f()}else if(typeof define==="function"&&define.amd){define([],f)}else{var g;if(typeof window!=="undefined"){g=window}else if(typeof global!=="undefined"){g=global}else if(typeof self!=="undefined"){g=self}else{g=this}g.crossfilter = f()}})(function(){var define,module,exports;return (function(){function r(e,n,t){function o(i,f){if(!n[i]){if(!e[i]){var c="function"==typeof require&&require;if(!f&&c)return c(i,!0);if(u)return u(i,!0);var a=new Error("Cannot find module '"+i+"'");throw a.code="MODULE_NOT_FOUND",a}var p=n[i]={exports:{}};e[i][0].call(p.exports,function(r){var n=e[i][1][r];return o(n||r)},p,p.exports,r,e,n,t)}return n[i].exports}for(var u="function"==typeof require&&require,i=0;i<t.length;i++)o(t[i]);return o}return r})()({1:[function(require,module,exports){
+module.exports = require("./src/crossfilter").crossfilter;
+
+},{"./src/crossfilter":6}],2:[function(require,module,exports){
+(function (global){
+/**
+ * lodash (Custom Build) <https://lodash.com/>
+ * Build: `lodash modularize exports="npm" -o ./`
+ * Copyright jQuery Foundation and other contributors <https://jquery.org/>
+ * Released under MIT license <https://lodash.com/license>
+ * Based on Underscore.js 1.8.3 <http://underscorejs.org/LICENSE>
+ * Copyright Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+ */
+
+/** Used as the `TypeError` message for "Functions" methods. */
+var FUNC_ERROR_TEXT = 'Expected a function';
+
+/** Used to stand-in for `undefined` hash values. */
+var HASH_UNDEFINED = '__lodash_hash_undefined__';
+
+/** Used as references for various `Number` constants. */
+var INFINITY = 1 / 0;
+
+/** `Object#toString` result references. */
+var funcTag = '[object Function]',
+    genTag = '[object GeneratorFunction]',
+    symbolTag = '[object Symbol]';
+
+/** Used to match property names within property paths. */
+var reIsDeepProp = /\.|\[(?:[^[\]]*|(["'])(?:(?!\1)[^\\]|\\.)*?\1)\]/,
+    reIsPlainProp = /^\w*$/,
+    reLeadingDot = /^\./,
+    rePropName = /[^.[\]]+|\[(?:(-?\d+(?:\.\d+)?)|(["'])((?:(?!\2)[^\\]|\\.)*?)\2)\]|(?=(?:\.|\[\])(?:\.|\[\]|$))/g;
+
+/**
+ * Used to match `RegExp`
+ * [syntax characters](http://ecma-international.org/ecma-262/7.0/#sec-patterns).
+ */
+var reRegExpChar = /[\\^$.*+?()[\]{}|]/g;
+
+/** Used to match backslashes in property paths. */
+var reEscapeChar = /\\(\\)?/g;
+
+/** Used to detect host constructors (Safari). */
+var reIsHostCtor = /^\[object .+?Constructor\]$/;
+
+/** Detect free variable `global` from Node.js. */
+var freeGlobal = typeof global == 'object' && global && global.Object === Object && global;
+
+/** Detect free variable `self`. */
+var freeSelf = typeof self == 'object' && self && self.Object === Object && self;
+
+/** Used as a reference to the global object. */
+var root = freeGlobal || freeSelf || Function('return this')();
+
+/**
+ * Gets the value at `key` of `object`.
+ *
+ * @private
+ * @param {Object} [object] The object to query.
+ * @param {string} key The key of the property to get.
+ * @returns {*} Returns the property value.
+ */
+function getValue(object, key) {
+  return object == null ? undefined : object[key];
 }
-crossfilter.permute = permute;
 
-function permute(array, index) {
-  for (var i = 0, n = index.length, copy = new Array(n); i < n; ++i) {
-    copy[i] = array[index[i]];
+/**
+ * Checks if `value` is a host object in IE < 9.
+ *
+ * @private
+ * @param {*} value The value to check.
+ * @returns {boolean} Returns `true` if `value` is a host object, else `false`.
+ */
+function isHostObject(value) {
+  // Many host objects are `Object` objects that can coerce to strings
+  // despite having improperly defined `toString` methods.
+  var result = false;
+  if (value != null && typeof value.toString != 'function') {
+    try {
+      result = !!(value + '');
+    } catch (e) {}
   }
-  return copy;
+  return result;
+}
+
+/** Used for built-in method references. */
+var arrayProto = Array.prototype,
+    funcProto = Function.prototype,
+    objectProto = Object.prototype;
+
+/** Used to detect overreaching core-js shims. */
+var coreJsData = root['__core-js_shared__'];
+
+/** Used to detect methods masquerading as native. */
+var maskSrcKey = (function() {
+  var uid = /[^.]+$/.exec(coreJsData && coreJsData.keys && coreJsData.keys.IE_PROTO || '');
+  return uid ? ('Symbol(src)_1.' + uid) : '';
+}());
+
+/** Used to resolve the decompiled source of functions. */
+var funcToString = funcProto.toString;
+
+/** Used to check objects for own properties. */
+var hasOwnProperty = objectProto.hasOwnProperty;
+
+/**
+ * Used to resolve the
+ * [`toStringTag`](http://ecma-international.org/ecma-262/7.0/#sec-object.prototype.tostring)
+ * of values.
+ */
+var objectToString = objectProto.toString;
+
+/** Used to detect if a method is native. */
+var reIsNative = RegExp('^' +
+  funcToString.call(hasOwnProperty).replace(reRegExpChar, '\\$&')
+  .replace(/hasOwnProperty|(function).*?(?=\\\()| for .+?(?=\\\])/g, '$1.*?') + '$'
+);
+
+/** Built-in value references. */
+var Symbol = root.Symbol,
+    splice = arrayProto.splice;
+
+/* Built-in method references that are verified to be native. */
+var Map = getNative(root, 'Map'),
+    nativeCreate = getNative(Object, 'create');
+
+/** Used to convert symbols to primitives and strings. */
+var symbolProto = Symbol ? Symbol.prototype : undefined,
+    symbolToString = symbolProto ? symbolProto.toString : undefined;
+
+/**
+ * Creates a hash object.
+ *
+ * @private
+ * @constructor
+ * @param {Array} [entries] The key-value pairs to cache.
+ */
+function Hash(entries) {
+  var index = -1,
+      length = entries ? entries.length : 0;
+
+  this.clear();
+  while (++index < length) {
+    var entry = entries[index];
+    this.set(entry[0], entry[1]);
+  }
+}
+
+/**
+ * Removes all key-value entries from the hash.
+ *
+ * @private
+ * @name clear
+ * @memberOf Hash
+ */
+function hashClear() {
+  this.__data__ = nativeCreate ? nativeCreate(null) : {};
+}
+
+/**
+ * Removes `key` and its value from the hash.
+ *
+ * @private
+ * @name delete
+ * @memberOf Hash
+ * @param {Object} hash The hash to modify.
+ * @param {string} key The key of the value to remove.
+ * @returns {boolean} Returns `true` if the entry was removed, else `false`.
+ */
+function hashDelete(key) {
+  return this.has(key) && delete this.__data__[key];
+}
+
+/**
+ * Gets the hash value for `key`.
+ *
+ * @private
+ * @name get
+ * @memberOf Hash
+ * @param {string} key The key of the value to get.
+ * @returns {*} Returns the entry value.
+ */
+function hashGet(key) {
+  var data = this.__data__;
+  if (nativeCreate) {
+    var result = data[key];
+    return result === HASH_UNDEFINED ? undefined : result;
+  }
+  return hasOwnProperty.call(data, key) ? data[key] : undefined;
+}
+
+/**
+ * Checks if a hash value for `key` exists.
+ *
+ * @private
+ * @name has
+ * @memberOf Hash
+ * @param {string} key The key of the entry to check.
+ * @returns {boolean} Returns `true` if an entry for `key` exists, else `false`.
+ */
+function hashHas(key) {
+  var data = this.__data__;
+  return nativeCreate ? data[key] !== undefined : hasOwnProperty.call(data, key);
+}
+
+/**
+ * Sets the hash `key` to `value`.
+ *
+ * @private
+ * @name set
+ * @memberOf Hash
+ * @param {string} key The key of the value to set.
+ * @param {*} value The value to set.
+ * @returns {Object} Returns the hash instance.
+ */
+function hashSet(key, value) {
+  var data = this.__data__;
+  data[key] = (nativeCreate && value === undefined) ? HASH_UNDEFINED : value;
+  return this;
+}
+
+// Add methods to `Hash`.
+Hash.prototype.clear = hashClear;
+Hash.prototype['delete'] = hashDelete;
+Hash.prototype.get = hashGet;
+Hash.prototype.has = hashHas;
+Hash.prototype.set = hashSet;
+
+/**
+ * Creates an list cache object.
+ *
+ * @private
+ * @constructor
+ * @param {Array} [entries] The key-value pairs to cache.
+ */
+function ListCache(entries) {
+  var index = -1,
+      length = entries ? entries.length : 0;
+
+  this.clear();
+  while (++index < length) {
+    var entry = entries[index];
+    this.set(entry[0], entry[1]);
+  }
+}
+
+/**
+ * Removes all key-value entries from the list cache.
+ *
+ * @private
+ * @name clear
+ * @memberOf ListCache
+ */
+function listCacheClear() {
+  this.__data__ = [];
+}
+
+/**
+ * Removes `key` and its value from the list cache.
+ *
+ * @private
+ * @name delete
+ * @memberOf ListCache
+ * @param {string} key The key of the value to remove.
+ * @returns {boolean} Returns `true` if the entry was removed, else `false`.
+ */
+function listCacheDelete(key) {
+  var data = this.__data__,
+      index = assocIndexOf(data, key);
+
+  if (index < 0) {
+    return false;
+  }
+  var lastIndex = data.length - 1;
+  if (index == lastIndex) {
+    data.pop();
+  } else {
+    splice.call(data, index, 1);
+  }
+  return true;
+}
+
+/**
+ * Gets the list cache value for `key`.
+ *
+ * @private
+ * @name get
+ * @memberOf ListCache
+ * @param {string} key The key of the value to get.
+ * @returns {*} Returns the entry value.
+ */
+function listCacheGet(key) {
+  var data = this.__data__,
+      index = assocIndexOf(data, key);
+
+  return index < 0 ? undefined : data[index][1];
+}
+
+/**
+ * Checks if a list cache value for `key` exists.
+ *
+ * @private
+ * @name has
+ * @memberOf ListCache
+ * @param {string} key The key of the entry to check.
+ * @returns {boolean} Returns `true` if an entry for `key` exists, else `false`.
+ */
+function listCacheHas(key) {
+  return assocIndexOf(this.__data__, key) > -1;
+}
+
+/**
+ * Sets the list cache `key` to `value`.
+ *
+ * @private
+ * @name set
+ * @memberOf ListCache
+ * @param {string} key The key of the value to set.
+ * @param {*} value The value to set.
+ * @returns {Object} Returns the list cache instance.
+ */
+function listCacheSet(key, value) {
+  var data = this.__data__,
+      index = assocIndexOf(data, key);
+
+  if (index < 0) {
+    data.push([key, value]);
+  } else {
+    data[index][1] = value;
+  }
+  return this;
+}
+
+// Add methods to `ListCache`.
+ListCache.prototype.clear = listCacheClear;
+ListCache.prototype['delete'] = listCacheDelete;
+ListCache.prototype.get = listCacheGet;
+ListCache.prototype.has = listCacheHas;
+ListCache.prototype.set = listCacheSet;
+
+/**
+ * Creates a map cache object to store key-value pairs.
+ *
+ * @private
+ * @constructor
+ * @param {Array} [entries] The key-value pairs to cache.
+ */
+function MapCache(entries) {
+  var index = -1,
+      length = entries ? entries.length : 0;
+
+  this.clear();
+  while (++index < length) {
+    var entry = entries[index];
+    this.set(entry[0], entry[1]);
+  }
+}
+
+/**
+ * Removes all key-value entries from the map.
+ *
+ * @private
+ * @name clear
+ * @memberOf MapCache
+ */
+function mapCacheClear() {
+  this.__data__ = {
+    'hash': new Hash,
+    'map': new (Map || ListCache),
+    'string': new Hash
+  };
+}
+
+/**
+ * Removes `key` and its value from the map.
+ *
+ * @private
+ * @name delete
+ * @memberOf MapCache
+ * @param {string} key The key of the value to remove.
+ * @returns {boolean} Returns `true` if the entry was removed, else `false`.
+ */
+function mapCacheDelete(key) {
+  return getMapData(this, key)['delete'](key);
+}
+
+/**
+ * Gets the map value for `key`.
+ *
+ * @private
+ * @name get
+ * @memberOf MapCache
+ * @param {string} key The key of the value to get.
+ * @returns {*} Returns the entry value.
+ */
+function mapCacheGet(key) {
+  return getMapData(this, key).get(key);
+}
+
+/**
+ * Checks if a map value for `key` exists.
+ *
+ * @private
+ * @name has
+ * @memberOf MapCache
+ * @param {string} key The key of the entry to check.
+ * @returns {boolean} Returns `true` if an entry for `key` exists, else `false`.
+ */
+function mapCacheHas(key) {
+  return getMapData(this, key).has(key);
+}
+
+/**
+ * Sets the map `key` to `value`.
+ *
+ * @private
+ * @name set
+ * @memberOf MapCache
+ * @param {string} key The key of the value to set.
+ * @param {*} value The value to set.
+ * @returns {Object} Returns the map cache instance.
+ */
+function mapCacheSet(key, value) {
+  getMapData(this, key).set(key, value);
+  return this;
+}
+
+// Add methods to `MapCache`.
+MapCache.prototype.clear = mapCacheClear;
+MapCache.prototype['delete'] = mapCacheDelete;
+MapCache.prototype.get = mapCacheGet;
+MapCache.prototype.has = mapCacheHas;
+MapCache.prototype.set = mapCacheSet;
+
+/**
+ * Gets the index at which the `key` is found in `array` of key-value pairs.
+ *
+ * @private
+ * @param {Array} array The array to inspect.
+ * @param {*} key The key to search for.
+ * @returns {number} Returns the index of the matched value, else `-1`.
+ */
+function assocIndexOf(array, key) {
+  var length = array.length;
+  while (length--) {
+    if (eq(array[length][0], key)) {
+      return length;
+    }
+  }
+  return -1;
+}
+
+/**
+ * The base implementation of `_.isNative` without bad shim checks.
+ *
+ * @private
+ * @param {*} value The value to check.
+ * @returns {boolean} Returns `true` if `value` is a native function,
+ *  else `false`.
+ */
+function baseIsNative(value) {
+  if (!isObject(value) || isMasked(value)) {
+    return false;
+  }
+  var pattern = (isFunction(value) || isHostObject(value)) ? reIsNative : reIsHostCtor;
+  return pattern.test(toSource(value));
+}
+
+/**
+ * The base implementation of `_.toString` which doesn't convert nullish
+ * values to empty strings.
+ *
+ * @private
+ * @param {*} value The value to process.
+ * @returns {string} Returns the string.
+ */
+function baseToString(value) {
+  // Exit early for strings to avoid a performance hit in some environments.
+  if (typeof value == 'string') {
+    return value;
+  }
+  if (isSymbol(value)) {
+    return symbolToString ? symbolToString.call(value) : '';
+  }
+  var result = (value + '');
+  return (result == '0' && (1 / value) == -INFINITY) ? '-0' : result;
+}
+
+/**
+ * Casts `value` to a path array if it's not one.
+ *
+ * @private
+ * @param {*} value The value to inspect.
+ * @returns {Array} Returns the cast property path array.
+ */
+function castPath(value) {
+  return isArray(value) ? value : stringToPath(value);
+}
+
+/**
+ * Gets the data for `map`.
+ *
+ * @private
+ * @param {Object} map The map to query.
+ * @param {string} key The reference key.
+ * @returns {*} Returns the map data.
+ */
+function getMapData(map, key) {
+  var data = map.__data__;
+  return isKeyable(key)
+    ? data[typeof key == 'string' ? 'string' : 'hash']
+    : data.map;
+}
+
+/**
+ * Gets the native function at `key` of `object`.
+ *
+ * @private
+ * @param {Object} object The object to query.
+ * @param {string} key The key of the method to get.
+ * @returns {*} Returns the function if it's native, else `undefined`.
+ */
+function getNative(object, key) {
+  var value = getValue(object, key);
+  return baseIsNative(value) ? value : undefined;
+}
+
+/**
+ * Checks if `value` is a property name and not a property path.
+ *
+ * @private
+ * @param {*} value The value to check.
+ * @param {Object} [object] The object to query keys on.
+ * @returns {boolean} Returns `true` if `value` is a property name, else `false`.
+ */
+function isKey(value, object) {
+  if (isArray(value)) {
+    return false;
+  }
+  var type = typeof value;
+  if (type == 'number' || type == 'symbol' || type == 'boolean' ||
+      value == null || isSymbol(value)) {
+    return true;
+  }
+  return reIsPlainProp.test(value) || !reIsDeepProp.test(value) ||
+    (object != null && value in Object(object));
+}
+
+/**
+ * Checks if `value` is suitable for use as unique object key.
+ *
+ * @private
+ * @param {*} value The value to check.
+ * @returns {boolean} Returns `true` if `value` is suitable, else `false`.
+ */
+function isKeyable(value) {
+  var type = typeof value;
+  return (type == 'string' || type == 'number' || type == 'symbol' || type == 'boolean')
+    ? (value !== '__proto__')
+    : (value === null);
+}
+
+/**
+ * Checks if `func` has its source masked.
+ *
+ * @private
+ * @param {Function} func The function to check.
+ * @returns {boolean} Returns `true` if `func` is masked, else `false`.
+ */
+function isMasked(func) {
+  return !!maskSrcKey && (maskSrcKey in func);
+}
+
+/**
+ * Converts `string` to a property path array.
+ *
+ * @private
+ * @param {string} string The string to convert.
+ * @returns {Array} Returns the property path array.
+ */
+var stringToPath = memoize(function(string) {
+  string = toString(string);
+
+  var result = [];
+  if (reLeadingDot.test(string)) {
+    result.push('');
+  }
+  string.replace(rePropName, function(match, number, quote, string) {
+    result.push(quote ? string.replace(reEscapeChar, '$1') : (number || match));
+  });
+  return result;
+});
+
+/**
+ * Converts `value` to a string key if it's not a string or symbol.
+ *
+ * @private
+ * @param {*} value The value to inspect.
+ * @returns {string|symbol} Returns the key.
+ */
+function toKey(value) {
+  if (typeof value == 'string' || isSymbol(value)) {
+    return value;
+  }
+  var result = (value + '');
+  return (result == '0' && (1 / value) == -INFINITY) ? '-0' : result;
+}
+
+/**
+ * Converts `func` to its source code.
+ *
+ * @private
+ * @param {Function} func The function to process.
+ * @returns {string} Returns the source code.
+ */
+function toSource(func) {
+  if (func != null) {
+    try {
+      return funcToString.call(func);
+    } catch (e) {}
+    try {
+      return (func + '');
+    } catch (e) {}
+  }
+  return '';
+}
+
+/**
+ * Creates a function that memoizes the result of `func`. If `resolver` is
+ * provided, it determines the cache key for storing the result based on the
+ * arguments provided to the memoized function. By default, the first argument
+ * provided to the memoized function is used as the map cache key. The `func`
+ * is invoked with the `this` binding of the memoized function.
+ *
+ * **Note:** The cache is exposed as the `cache` property on the memoized
+ * function. Its creation may be customized by replacing the `_.memoize.Cache`
+ * constructor with one whose instances implement the
+ * [`Map`](http://ecma-international.org/ecma-262/7.0/#sec-properties-of-the-map-prototype-object)
+ * method interface of `delete`, `get`, `has`, and `set`.
+ *
+ * @static
+ * @memberOf _
+ * @since 0.1.0
+ * @category Function
+ * @param {Function} func The function to have its output memoized.
+ * @param {Function} [resolver] The function to resolve the cache key.
+ * @returns {Function} Returns the new memoized function.
+ * @example
+ *
+ * var object = { 'a': 1, 'b': 2 };
+ * var other = { 'c': 3, 'd': 4 };
+ *
+ * var values = _.memoize(_.values);
+ * values(object);
+ * // => [1, 2]
+ *
+ * values(other);
+ * // => [3, 4]
+ *
+ * object.a = 2;
+ * values(object);
+ * // => [1, 2]
+ *
+ * // Modify the result cache.
+ * values.cache.set(object, ['a', 'b']);
+ * values(object);
+ * // => ['a', 'b']
+ *
+ * // Replace `_.memoize.Cache`.
+ * _.memoize.Cache = WeakMap;
+ */
+function memoize(func, resolver) {
+  if (typeof func != 'function' || (resolver && typeof resolver != 'function')) {
+    throw new TypeError(FUNC_ERROR_TEXT);
+  }
+  var memoized = function() {
+    var args = arguments,
+        key = resolver ? resolver.apply(this, args) : args[0],
+        cache = memoized.cache;
+
+    if (cache.has(key)) {
+      return cache.get(key);
+    }
+    var result = func.apply(this, args);
+    memoized.cache = cache.set(key, result);
+    return result;
+  };
+  memoized.cache = new (memoize.Cache || MapCache);
+  return memoized;
+}
+
+// Assign cache to `_.memoize`.
+memoize.Cache = MapCache;
+
+/**
+ * Performs a
+ * [`SameValueZero`](http://ecma-international.org/ecma-262/7.0/#sec-samevaluezero)
+ * comparison between two values to determine if they are equivalent.
+ *
+ * @static
+ * @memberOf _
+ * @since 4.0.0
+ * @category Lang
+ * @param {*} value The value to compare.
+ * @param {*} other The other value to compare.
+ * @returns {boolean} Returns `true` if the values are equivalent, else `false`.
+ * @example
+ *
+ * var object = { 'a': 1 };
+ * var other = { 'a': 1 };
+ *
+ * _.eq(object, object);
+ * // => true
+ *
+ * _.eq(object, other);
+ * // => false
+ *
+ * _.eq('a', 'a');
+ * // => true
+ *
+ * _.eq('a', Object('a'));
+ * // => false
+ *
+ * _.eq(NaN, NaN);
+ * // => true
+ */
+function eq(value, other) {
+  return value === other || (value !== value && other !== other);
+}
+
+/**
+ * Checks if `value` is classified as an `Array` object.
+ *
+ * @static
+ * @memberOf _
+ * @since 0.1.0
+ * @category Lang
+ * @param {*} value The value to check.
+ * @returns {boolean} Returns `true` if `value` is an array, else `false`.
+ * @example
+ *
+ * _.isArray([1, 2, 3]);
+ * // => true
+ *
+ * _.isArray(document.body.children);
+ * // => false
+ *
+ * _.isArray('abc');
+ * // => false
+ *
+ * _.isArray(_.noop);
+ * // => false
+ */
+var isArray = Array.isArray;
+
+/**
+ * Checks if `value` is classified as a `Function` object.
+ *
+ * @static
+ * @memberOf _
+ * @since 0.1.0
+ * @category Lang
+ * @param {*} value The value to check.
+ * @returns {boolean} Returns `true` if `value` is a function, else `false`.
+ * @example
+ *
+ * _.isFunction(_);
+ * // => true
+ *
+ * _.isFunction(/abc/);
+ * // => false
+ */
+function isFunction(value) {
+  // The use of `Object#toString` avoids issues with the `typeof` operator
+  // in Safari 8-9 which returns 'object' for typed array and other constructors.
+  var tag = isObject(value) ? objectToString.call(value) : '';
+  return tag == funcTag || tag == genTag;
+}
+
+/**
+ * Checks if `value` is the
+ * [language type](http://www.ecma-international.org/ecma-262/7.0/#sec-ecmascript-language-types)
+ * of `Object`. (e.g. arrays, functions, objects, regexes, `new Number(0)`, and `new String('')`)
+ *
+ * @static
+ * @memberOf _
+ * @since 0.1.0
+ * @category Lang
+ * @param {*} value The value to check.
+ * @returns {boolean} Returns `true` if `value` is an object, else `false`.
+ * @example
+ *
+ * _.isObject({});
+ * // => true
+ *
+ * _.isObject([1, 2, 3]);
+ * // => true
+ *
+ * _.isObject(_.noop);
+ * // => true
+ *
+ * _.isObject(null);
+ * // => false
+ */
+function isObject(value) {
+  var type = typeof value;
+  return !!value && (type == 'object' || type == 'function');
+}
+
+/**
+ * Checks if `value` is object-like. A value is object-like if it's not `null`
+ * and has a `typeof` result of "object".
+ *
+ * @static
+ * @memberOf _
+ * @since 4.0.0
+ * @category Lang
+ * @param {*} value The value to check.
+ * @returns {boolean} Returns `true` if `value` is object-like, else `false`.
+ * @example
+ *
+ * _.isObjectLike({});
+ * // => true
+ *
+ * _.isObjectLike([1, 2, 3]);
+ * // => true
+ *
+ * _.isObjectLike(_.noop);
+ * // => false
+ *
+ * _.isObjectLike(null);
+ * // => false
+ */
+function isObjectLike(value) {
+  return !!value && typeof value == 'object';
+}
+
+/**
+ * Checks if `value` is classified as a `Symbol` primitive or object.
+ *
+ * @static
+ * @memberOf _
+ * @since 4.0.0
+ * @category Lang
+ * @param {*} value The value to check.
+ * @returns {boolean} Returns `true` if `value` is a symbol, else `false`.
+ * @example
+ *
+ * _.isSymbol(Symbol.iterator);
+ * // => true
+ *
+ * _.isSymbol('abc');
+ * // => false
+ */
+function isSymbol(value) {
+  return typeof value == 'symbol' ||
+    (isObjectLike(value) && objectToString.call(value) == symbolTag);
+}
+
+/**
+ * Converts `value` to a string. An empty string is returned for `null`
+ * and `undefined` values. The sign of `-0` is preserved.
+ *
+ * @static
+ * @memberOf _
+ * @since 4.0.0
+ * @category Lang
+ * @param {*} value The value to process.
+ * @returns {string} Returns the string.
+ * @example
+ *
+ * _.toString(null);
+ * // => ''
+ *
+ * _.toString(-0);
+ * // => '-0'
+ *
+ * _.toString([1, 2, 3]);
+ * // => '1,2,3'
+ */
+function toString(value) {
+  return value == null ? '' : baseToString(value);
+}
+
+/**
+ * This method is like `_.get` except that if the resolved value is a
+ * function it's invoked with the `this` binding of its parent object and
+ * its result is returned.
+ *
+ * @static
+ * @since 0.1.0
+ * @memberOf _
+ * @category Object
+ * @param {Object} object The object to query.
+ * @param {Array|string} path The path of the property to resolve.
+ * @param {*} [defaultValue] The value returned for `undefined` resolved values.
+ * @returns {*} Returns the resolved value.
+ * @example
+ *
+ * var object = { 'a': [{ 'b': { 'c1': 3, 'c2': _.constant(4) } }] };
+ *
+ * _.result(object, 'a[0].b.c1');
+ * // => 3
+ *
+ * _.result(object, 'a[0].b.c2');
+ * // => 4
+ *
+ * _.result(object, 'a[0].b.c3', 'default');
+ * // => 'default'
+ *
+ * _.result(object, 'a[0].b.c3', _.constant('default'));
+ * // => 'default'
+ */
+function result(object, path, defaultValue) {
+  path = isKey(path, object) ? [path] : castPath(path);
+
+  var index = -1,
+      length = path.length;
+
+  // Ensure the loop is entered when path is empty.
+  if (!length) {
+    object = undefined;
+    length = 1;
+  }
+  while (++index < length) {
+    var value = object == null ? undefined : object[toKey(path[index])];
+    if (value === undefined) {
+      index = length;
+      value = defaultValue;
+    }
+    object = isFunction(value) ? value.call(object) : value;
+  }
+  return object;
+}
+
+module.exports = result;
+
+}).call(this,typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+},{}],3:[function(require,module,exports){
+module.exports={"version":"1.4.8"}
+},{}],4:[function(require,module,exports){
+var crossfilter_array8 = crossfilter_arrayUntyped,
+    crossfilter_array16 = crossfilter_arrayUntyped,
+    crossfilter_array32 = crossfilter_arrayUntyped,
+    crossfilter_arrayLengthen = crossfilter_arrayLengthenUntyped,
+    crossfilter_arrayWiden = crossfilter_arrayWidenUntyped;
+if (typeof Uint8Array !== "undefined") {
+  crossfilter_array8 = function(n) { return new Uint8Array(n); };
+  crossfilter_array16 = function(n) { return new Uint16Array(n); };
+  crossfilter_array32 = function(n) { return new Uint32Array(n); };
+
+  crossfilter_arrayLengthen = function(array, length) {
+    if (array.length >= length) return array;
+    var copy = new array.constructor(length);
+    copy.set(array);
+    return copy;
+  };
+
+  crossfilter_arrayWiden = function(array, width) {
+    var copy;
+    switch (width) {
+      case 16: copy = crossfilter_array16(array.length); break;
+      case 32: copy = crossfilter_array32(array.length); break;
+      default: throw new Error("invalid array width!");
+    }
+    copy.set(array);
+    return copy;
+  };
+}
+
+function crossfilter_arrayUntyped(n) {
+  var array = new Array(n), i = -1;
+  while (++i < n) array[i] = 0;
+  return array;
+}
+
+function crossfilter_arrayLengthenUntyped(array, length) {
+  var n = array.length;
+  while (n < length) array[n++] = 0;
+  return array;
+}
+
+function crossfilter_arrayWidenUntyped(array, width) {
+  if (width > 32) throw new Error("invalid array width!");
+  return array;
+}
+
+// An arbitrarily-wide array of bitmasks
+function crossfilter_bitarray(n) {
+  this.length = n;
+  this.subarrays = 1;
+  this.width = 8;
+  this.masks = {
+    0: 0
+  }
+
+  this[0] = crossfilter_array8(n);
+}
+
+crossfilter_bitarray.prototype.lengthen = function(n) {
+  var i, len;
+  for (i = 0, len = this.subarrays; i < len; ++i) {
+    this[i] = crossfilter_arrayLengthen(this[i], n);
+  }
+  this.length = n;
+};
+
+// Reserve a new bit index in the array, returns {offset, one}
+crossfilter_bitarray.prototype.add = function() {
+  var m, w, one, i, len;
+
+  for (i = 0, len = this.subarrays; i < len; ++i) {
+    m = this.masks[i];
+    w = this.width - (32 * i);
+    // isolate the rightmost zero bit and return it as an unsigned int of 32 bits, if NaN or -1, return a 0 
+    one = (~m & (m + 1)) >>> 0;
+
+    if (w >= 32 && !one) {
+      continue;
+    }
+
+    if (w < 32 && (one & (1 << w))) {
+      // widen this subarray
+      this[i] = crossfilter_arrayWiden(this[i], w <<= 1);
+      this.width = 32 * i + w;
+    }
+
+    this.masks[i] |= one;
+
+    return {
+      offset: i,
+      one: one
+    };
+  }
+
+  // add a new subarray
+  this[this.subarrays] = crossfilter_array8(this.length);
+  this.masks[this.subarrays] = 1;
+  this.width += 8;
+  return {
+    offset: this.subarrays++,
+    one: 1
+  };
+};
+
+// Copy record from index src to index dest
+crossfilter_bitarray.prototype.copy = function(dest, src) {
+  var i, len;
+  for (i = 0, len = this.subarrays; i < len; ++i) {
+    this[i][dest] = this[i][src];
+  }
+};
+
+// Truncate the array to the given length
+crossfilter_bitarray.prototype.truncate = function(n) {
+  var i, len;
+  for (i = 0, len = this.subarrays; i < len; ++i) {
+    for (var j = this.length - 1; j >= n; j--) {
+      this[i][j] = 0;
+    }
+  }
+  this.length = n;
+};
+
+// Checks that all bits for the given index are 0
+crossfilter_bitarray.prototype.zero = function(n) {
+  var i, len;
+  for (i = 0, len = this.subarrays; i < len; ++i) {
+    if (this[i][n]) {
+      return false;
+    }
+  }
+  return true;
+};
+
+// Checks that all bits for the given index are 0 except for possibly one
+crossfilter_bitarray.prototype.zeroExcept = function(n, offset, zero) {
+  var i, len;
+  for (i = 0, len = this.subarrays; i < len; ++i) {
+    if (i === offset ? this[i][n] & zero : this[i][n]) {
+      return false;
+    }
+  }
+  return true;
+};
+
+// Checks that all bits for the given index are 0 except for the specified mask.
+// The mask should be an array of the same size as the filter subarrays width.
+crossfilter_bitarray.prototype.zeroExceptMask = function(n, mask) {
+  var i, len;
+  for (i = 0, len = this.subarrays; i < len; ++i) {
+    if (this[i][n] & mask[i]) {
+      return false;
+    }
+  }
+  return true;
 }
-var bisect = crossfilter.bisect = bisect_by(crossfilter_identity);
 
-bisect.by = bisect_by;
+// Checks that only the specified bit is set for the given index
+crossfilter_bitarray.prototype.only = function(n, offset, one) {
+  var i, len;
+  for (i = 0, len = this.subarrays; i < len; ++i) {
+    if (this[i][n] != (i === offset ? one : 0)) {
+      return false;
+    }
+  }
+  return true;
+};
+
+// Checks that only the specified bit is set for the given index except for possibly one other
+crossfilter_bitarray.prototype.onlyExcept = function(n, offset, zero, onlyOffset, onlyOne) {
+  var mask;
+  var i, len;
+  for (i = 0, len = this.subarrays; i < len; ++i) {
+    mask = this[i][n];
+    if (i === offset)
+      mask &= zero;
+    if (mask != (i === onlyOffset ? onlyOne : 0)) {
+      return false;
+    }
+  }
+  return true;
+};
+
+module.exports = {
+  array8: crossfilter_array8,
+  array16: crossfilter_array16,
+  array32: crossfilter_array32,
+  arrayLengthen: crossfilter_arrayLengthen,
+  arrayWiden: crossfilter_arrayWiden,
+  bitarray: crossfilter_bitarray
+};
+
+},{}],5:[function(require,module,exports){
+'use strict';
+
+var crossfilter_identity = require('./identity');
 
 function bisect_by(f) {
 
@@ -55,1347 +1177,2018 @@ function bisect_by(f) {
   bisectRight.left = bisectLeft;
   return bisectRight;
 }
-var heap = crossfilter.heap = heap_by(crossfilter_identity);
 
-heap.by = heap_by;
+module.exports = bisect_by(crossfilter_identity);
+module.exports.by = bisect_by; // assign the raw function to the export as well
+
+},{"./identity":10}],6:[function(require,module,exports){
+'use strict';
+
+var xfilterArray = require('./array');
+var xfilterFilter = require('./filter');
+var crossfilter_identity = require('./identity');
+var crossfilter_null = require('./null');
+var crossfilter_zero = require('./zero');
+var xfilterHeapselect = require('./heapselect');
+var xfilterHeap = require('./heap');
+var bisect = require('./bisect');
+var insertionsort = require('./insertionsort');
+var permute = require('./permute');
+var quicksort = require('./quicksort');
+var xfilterReduce = require('./reduce');
+var packageJson = require('./../package.json'); // require own package.json for the version field
+var result = require('lodash.result');
+
+// constants
+var REMOVED_INDEX = -1;
+
+// expose API exports
+exports.crossfilter = crossfilter;
+exports.crossfilter.heap = xfilterHeap;
+exports.crossfilter.heapselect = xfilterHeapselect;
+exports.crossfilter.bisect = bisect;
+exports.crossfilter.insertionsort = insertionsort;
+exports.crossfilter.permute = permute;
+exports.crossfilter.quicksort = quicksort;
+exports.crossfilter.version = packageJson.version; // please note use of "package-json-versionify" transform
 
-function heap_by(f) {
+function crossfilter() {
+  var crossfilter = {
+    add: add,
+    remove: removeData,
+    dimension: dimension,
+    groupAll: groupAll,
+    size: size,
+    all: all,
+    allFiltered: allFiltered,
+    onChange: onChange,
+    isElementFiltered: isElementFiltered
+  };
 
-  // Builds a binary heap within the specified array a[lo:hi]. The heap has the
-  // property such that the parent a[lo+i] is always less than or equal to its
-  // two children: a[lo+2*i+1] and a[lo+2*i+2].
-  function heap(a, lo, hi) {
-    var n = hi - lo,
-        i = (n >>> 1) + 1;
-    while (--i > 0) sift(a, i, n, lo);
-    return a;
-  }
+  var data = [], // the records
+      n = 0, // the number of records; data.length
+      filters, // 1 is filtered out
+      filterListeners = [], // when the filters change
+      dataListeners = [], // when data is added
+      removeDataListeners = [], // when data is removed
+      callbacks = [];
 
-  // Sorts the specified array a[lo:hi] in descending order, assuming it is
-  // already a heap.
-  function sort(a, lo, hi) {
-    var n = hi - lo,
-        t;
-    while (--n > 0) t = a[lo], a[lo] = a[lo + n], a[lo + n] = t, sift(a, 1, n, lo);
-    return a;
-  }
+  filters = new xfilterArray.bitarray(0);
 
-  // Sifts the element a[lo+i-1] down the heap, where the heap is the contiguous
-  // slice of array a[lo:lo+n]. This method can also be used to update the heap
-  // incrementally, without incurring the full cost of reconstructing the heap.
-  function sift(a, i, n, lo) {
-    var d = a[--lo + i],
-        x = f(d),
-        child;
-    while ((child = i << 1) <= n) {
-      if (child < n && f(a[lo + child]) > f(a[lo + child + 1])) child++;
-      if (x <= f(a[lo + child])) break;
-      a[lo + i] = a[lo + child];
-      i = child;
+  // Adds the specified new records to this crossfilter.
+  function add(newData) {
+    var n0 = n,
+        n1 = newData.length;
+
+    // If there's actually new data to add…
+    // Merge the new data into the existing data.
+    // Lengthen the filter bitset to handle the new records.
+    // Notify listeners (dimensions and groups) that new data is available.
+    if (n1) {
+      data = data.concat(newData);
+      filters.lengthen(n += n1);
+      dataListeners.forEach(function(l) { l(newData, n0, n1); });
+      triggerOnChange('dataAdded');
     }
-    a[lo + i] = d;
+
+    return crossfilter;
   }
 
-  heap.sort = sort;
-  return heap;
-}
-var heapselect = crossfilter.heapselect = heapselect_by(crossfilter_identity);
+  // Removes all records that match the current filters, or if a predicate function is passed,
+  // removes all records matching the predicate (ignoring filters).
+  function removeData(predicate) {
+    var // Mapping from old record indexes to new indexes (after records removed)
+        newIndex = new Array(n),
+        removed = [],
+        usePred = typeof predicate === 'function',
+        shouldRemove = function (i) {
+          return usePred ? predicate(data[i], i) : filters.zero(i)
+        };
+
+    for (var index1 = 0, index2 = 0; index1 < n; ++index1) {
+      if ( shouldRemove(index1) ) {
+        removed.push(index1);
+        newIndex[index1] = REMOVED_INDEX;
+      } else {
+        newIndex[index1] = index2++;
+      }
+    }
 
-heapselect.by = heapselect_by;
+    // Remove all matching records from groups.
+    filterListeners.forEach(function(l) { l(-1, -1, [], removed, true); });
 
-function heapselect_by(f) {
-  var heap = heap_by(f);
+    // Update indexes.
+    removeDataListeners.forEach(function(l) { l(newIndex); });
 
-  // Returns a new array containing the top k elements in the array a[lo:hi].
-  // The returned array is not sorted, but maintains the heap property. If k is
-  // greater than hi - lo, then fewer than k elements will be returned. The
-  // order of elements in a is unchanged by this operation.
-  function heapselect(a, lo, hi, k) {
-    var queue = new Array(k = Math.min(hi - lo, k)),
-        min,
-        i,
-        x,
-        d;
-
-    for (i = 0; i < k; ++i) queue[i] = a[lo++];
-    heap(queue, 0, k);
-
-    if (lo < hi) {
-      min = f(queue[0]);
-      do {
-        if (x = f(d = a[lo]) > min) {
-          queue[0] = d;
-          min = f(heap(queue, 0, k)[0]);
-        }
-      } while (++lo < hi);
+    // Remove old filters and data by overwriting.
+    for (var index3 = 0, index4 = 0; index3 < n; ++index3) {
+      if ( newIndex[index3] !== REMOVED_INDEX ) {
+        if (index3 !== index4) filters.copy(index4, index3), data[index4] = data[index3];
+        ++index4;
+      }
     }
 
-    return queue;
+    data.length = n = index4;
+    filters.truncate(index4);
+    triggerOnChange('dataRemoved');
   }
 
-  return heapselect;
-}
-var insertionsort = crossfilter.insertionsort = insertionsort_by(crossfilter_identity);
+  function maskForDimensions(dimensions) {
+    var n,
+        d,
+        len,
+        id,
+        mask = Array(filters.subarrays);
+    for (n = 0; n < filters.subarrays; n++) { mask[n] = ~0; }
+    for (d = 0, len = dimensions.length; d < len; d++) {
+      // The top bits of the ID are the subarray offset and the lower bits are the bit
+      // offset of the "one" mask.
+      id = dimensions[d].id();
+      mask[id >> 7] &= ~(0x1 << (id & 0x3f));
+    }
+    return mask;
+  }
 
-insertionsort.by = insertionsort_by;
+  // Return true if the data element at index i is filtered IN.
+  // Optionally, ignore the filters of any dimensions in the ignore_dimensions list.
+  function isElementFiltered(i, ignore_dimensions) {
+    var mask = maskForDimensions(ignore_dimensions || []);
+    return filters.zeroExceptMask(i,mask);
+  }
 
-function insertionsort_by(f) {
+  // Adds a new dimension with the specified value accessor function.
+  function dimension(value, iterable) {
 
-  function insertionsort(a, lo, hi) {
-    for (var i = lo + 1; i < hi; ++i) {
-      for (var j = i, t = a[i], x = f(t); j > lo && f(a[j - 1]) > x; --j) {
-        a[j] = a[j - 1];
-      }
-      a[j] = t;
+    if (typeof value === 'string') {
+      var accessorPath = value;
+      value = function(d) { return result(d, accessorPath); };
     }
-    return a;
-  }
 
-  return insertionsort;
-}
-// Algorithm designed by Vladimir Yaroslavskiy.
-// Implementation based on the Dart project; see lib/dart/LICENSE for details.
+    var dimension = {
+      filter: filter,
+      filterExact: filterExact,
+      filterRange: filterRange,
+      filterFunction: filterFunction,
+      filterAll: filterAll,
+      currentFilter: currentFilter,
+      hasCurrentFilter: hasCurrentFilter,
+      top: top,
+      bottom: bottom,
+      group: group,
+      groupAll: groupAll,
+      dispose: dispose,
+      remove: dispose, // for backwards-compatibility
+      accessor: value,
+      id: function() { return id; }
+    };
 
-var quicksort = crossfilter.quicksort = quicksort_by(crossfilter_identity);
+    var one, // lowest unset bit as mask, e.g., 00001000
+        zero, // inverted one, e.g., 11110111
+        offset, // offset into the filters arrays
+        id, // unique ID for this dimension (reused when dimensions are disposed)
+        values, // sorted, cached array
+        index, // maps sorted value index -> record index (in data)
+        newValues, // temporary array storing newly-added values
+        newIndex, // temporary array storing newly-added index
+        iterablesIndexCount,
+        iterablesIndexFilterStatus,
+        iterablesEmptyRows = [],
+        sort = quicksort.by(function(i) { return newValues[i]; }),
+        refilter = xfilterFilter.filterAll, // for recomputing filter
+        refilterFunction, // the custom filter function in use
+        filterValue, // the value used for filtering (value, array, function or undefined)
+        filterValuePresent, // true if filterValue contains something
+        indexListeners = [], // when data is added
+        dimensionGroups = [],
+        lo0 = 0,
+        hi0 = 0,
+        t = 0,
+        k;
 
-quicksort.by = quicksort_by;
+    // Updating a dimension is a two-stage process. First, we must update the
+    // associated filters for the newly-added records. Once all dimensions have
+    // updated their filters, the groups are notified to update.
+    dataListeners.unshift(preAdd);
+    dataListeners.push(postAdd);
 
-function quicksort_by(f) {
-  var insertionsort = insertionsort_by(f);
+    removeDataListeners.push(removeData);
 
-  function sort(a, lo, hi) {
-    return (hi - lo < quicksort_sizeThreshold
-        ? insertionsort
-        : quicksort)(a, lo, hi);
-  }
+    // Add a new dimension in the filter bitmap and store the offset and bitmask.
+    var tmp = filters.add();
+    offset = tmp.offset;
+    one = tmp.one;
+    zero = ~one;
 
-  function quicksort(a, lo, hi) {
-    // Compute the two pivots by looking at 5 elements.
-    var sixth = (hi - lo) / 6 | 0,
-        i1 = lo + sixth,
-        i5 = hi - 1 - sixth,
-        i3 = lo + hi - 1 >> 1,  // The midpoint.
-        i2 = i3 - sixth,
-        i4 = i3 + sixth;
+    // Create a unique ID for the dimension
+    // IDs will be re-used if dimensions are disposed.
+    // For internal use the ID is the subarray offset shifted left 7 bits or'd with the
+    // bit offset of the set bit in the dimension's "one" mask.
+    id = (offset << 7) | (Math.log(one) / Math.log(2));
 
-    var e1 = a[i1], x1 = f(e1),
-        e2 = a[i2], x2 = f(e2),
-        e3 = a[i3], x3 = f(e3),
-        e4 = a[i4], x4 = f(e4),
-        e5 = a[i5], x5 = f(e5);
+    preAdd(data, 0, n);
+    postAdd(data, 0, n);
 
-    var t;
+    // Incorporates the specified new records into this dimension.
+    // This function is responsible for updating filters, values, and index.
+    function preAdd(newData, n0, n1) {
+      var newIterablesIndexCount,
+          newIterablesIndexFilterStatus;
+
+      if (iterable){
+        // Count all the values
+        t = 0;
+        j = 0;
+        k = [];
+
+        for (var i0 = 0; i0 < newData.length; i0++) {
+          for(j = 0, k = value(newData[i0]); j < k.length; j++) {
+            t++;
+          }
+        }
 
-    // Sort the selected 5 elements using a sorting network.
-    if (x1 > x2) t = e1, e1 = e2, e2 = t, t = x1, x1 = x2, x2 = t;
-    if (x4 > x5) t = e4, e4 = e5, e5 = t, t = x4, x4 = x5, x5 = t;
-    if (x1 > x3) t = e1, e1 = e3, e3 = t, t = x1, x1 = x3, x3 = t;
-    if (x2 > x3) t = e2, e2 = e3, e3 = t, t = x2, x2 = x3, x3 = t;
-    if (x1 > x4) t = e1, e1 = e4, e4 = t, t = x1, x1 = x4, x4 = t;
-    if (x3 > x4) t = e3, e3 = e4, e4 = t, t = x3, x3 = x4, x4 = t;
-    if (x2 > x5) t = e2, e2 = e5, e5 = t, t = x2, x2 = x5, x5 = t;
-    if (x2 > x3) t = e2, e2 = e3, e3 = t, t = x2, x2 = x3, x3 = t;
-    if (x4 > x5) t = e4, e4 = e5, e5 = t, t = x4, x4 = x5, x5 = t;
+        newValues = [];
+        newIterablesIndexCount = crossfilter_range(newData.length);
+        newIterablesIndexFilterStatus = crossfilter_index(t,1);
+        var unsortedIndex = crossfilter_range(t);
+
+        for (var l = 0, index1 = 0; index1 < newData.length; index1++) {
+          k = value(newData[index1])
+          //
+          if(!k.length){
+            newIterablesIndexCount[index1] = 0;
+            iterablesEmptyRows.push(index1 + n0);
+            continue;
+          }
+          newIterablesIndexCount[index1] = k.length
+          for (j = 0; j < k.length; j++) {
+            newValues.push(k[j]);
+            unsortedIndex[l] = index1;
+            l++;
+          }
+        }
 
-    var pivot1 = e2, pivotValue1 = x2,
-        pivot2 = e4, pivotValue2 = x4;
+        // Create the Sort map used to sort both the values and the valueToData indices
+        var sortMap = sort(crossfilter_range(t), 0, t);
 
-    // e2 and e4 have been saved in the pivot variables. They will be written
-    // back, once the partitioning is finished.
-    a[i1] = e1;
-    a[i2] = a[lo];
-    a[i3] = e3;
-    a[i4] = a[hi - 1];
-    a[i5] = e5;
+        // Use the sortMap to sort the newValues
+        newValues = permute(newValues, sortMap);
 
-    var less = lo + 1,   // First element in the middle partition.
-        great = hi - 2;  // Last element in the middle partition.
 
-    // Note that for value comparison, <, <=, >= and > coerce to a primitive via
-    // Object.prototype.valueOf; == and === do not, so in order to be consistent
-    // with natural order (such as for Date objects), we must do two compares.
-    var pivotsEqual = pivotValue1 <= pivotValue2 && pivotValue1 >= pivotValue2;
-    if (pivotsEqual) {
+        // Use the sortMap to sort the unsortedIndex map
+        // newIndex should be a map of sortedValue -> crossfilterData
+        newIndex = permute(unsortedIndex, sortMap)
 
-      // Degenerated case where the partitioning becomes a dutch national flag
-      // problem.
-      //
-      // [ |  < pivot  | == pivot | unpartitioned | > pivot  | ]
-      //  ^             ^          ^             ^            ^
-      // left         less         k           great         right
-      //
-      // a[left] and a[right] are undefined and are filled after the
-      // partitioning.
-      //
-      // Invariants:
-      //   1) for x in ]left, less[ : x < pivot.
-      //   2) for x in [less, k[ : x == pivot.
-      //   3) for x in ]great, right[ : x > pivot.
-      for (var k = less; k <= great; ++k) {
-        var ek = a[k], xk = f(ek);
-        if (xk < pivotValue1) {
-          if (k !== less) {
-            a[k] = a[less];
-            a[less] = ek;
-          }
-          ++less;
-        } else if (xk > pivotValue1) {
+      } else{
+        // Permute new values into natural order using a standard sorted index.
+        newValues = newData.map(value);
+        newIndex = sort(crossfilter_range(n1), 0, n1);
+        newValues = permute(newValues, newIndex);
+      }
 
-          // Find the first element <= pivot in the range [k - 1, great] and
-          // put [:ek:] there. We know that such an element must exist:
-          // When k == less, then el3 (which is equal to pivot) lies in the
-          // interval. Otherwise a[k - 1] == pivot and the search stops at k-1.
-          // Note that in the latter case invariant 2 will be violated for a
-          // short amount of time. The invariant will be restored when the
-          // pivots are put into their final positions.
-          while (true) {
-            var greatValue = f(a[great]);
-            if (greatValue > pivotValue1) {
-              great--;
-              // This is the only location in the while-loop where a new
-              // iteration is started.
-              continue;
-            } else if (greatValue < pivotValue1) {
-              // Triple exchange.
-              a[k] = a[less];
-              a[less++] = a[great];
-              a[great--] = ek;
-              break;
-            } else {
-              a[k] = a[great];
-              a[great--] = ek;
-              // Note: if great < k then we will exit the outer loop and fix
-              // invariant 2 (which we just violated).
-              break;
+      // Bisect newValues to determine which new records are selected.
+      var bounds = refilter(newValues), lo1 = bounds[0], hi1 = bounds[1];
+
+      var index2, index3, index4;
+      if(iterable) {
+        n1 = t;
+        if (refilterFunction) {
+          for (index2 = 0; index2 < n1; ++index2) {
+            if (!refilterFunction(newValues[index2], index2)) {
+              if(--newIterablesIndexCount[newIndex[index2]] === 0) {
+                filters[offset][newIndex[index2] + n0] |= one;
+              }
+              newIterablesIndexFilterStatus[index2] = 1;
+            }
+          }
+        } else {
+          for (index3 = 0; index3 < lo1; ++index3) {
+            if(--newIterablesIndexCount[newIndex[index3]] === 0) {
+              filters[offset][newIndex[index3] + n0] |= one;
+            }
+            newIterablesIndexFilterStatus[index3] = 1;
+          }
+          for (index4 = hi1; index4 < n1; ++index4) {
+            if(--newIterablesIndexCount[newIndex[index4]] === 0) {
+              filters[offset][newIndex[index4] + n0] |= one;
             }
+            newIterablesIndexFilterStatus[index4] = 1;
           }
         }
-      }
-    } else {
-
-      // We partition the list into three parts:
-      //  1. < pivot1
-      //  2. >= pivot1 && <= pivot2
-      //  3. > pivot2
-      //
-      // During the loop we have:
-      // [ | < pivot1 | >= pivot1 && <= pivot2 | unpartitioned  | > pivot2  | ]
-      //  ^            ^                        ^              ^             ^
-      // left         less                     k              great        right
-      //
-      // a[left] and a[right] are undefined and are filled after the
-      // partitioning.
-      //
-      // Invariants:
-      //   1. for x in ]left, less[ : x < pivot1
-      //   2. for x in [less, k[ : pivot1 <= x && x <= pivot2
-      //   3. for x in ]great, right[ : x > pivot2
-      for (var k = less; k <= great; k++) {
-        var ek = a[k], xk = f(ek);
-        if (xk < pivotValue1) {
-          if (k !== less) {
-            a[k] = a[less];
-            a[less] = ek;
+      } else {
+        if (refilterFunction) {
+          for (index2 = 0; index2 < n1; ++index2) {
+            if (!refilterFunction(newValues[index2], index2)) {
+              filters[offset][newIndex[index2] + n0] |= one;
+            }
           }
-          ++less;
         } else {
-          if (xk > pivotValue2) {
-            while (true) {
-              var greatValue = f(a[great]);
-              if (greatValue > pivotValue2) {
-                great--;
-                if (great < k) break;
-                // This is the only location inside the loop where a new
-                // iteration is started.
-                continue;
-              } else {
-                // a[great] <= pivot2.
-                if (greatValue < pivotValue1) {
-                  // Triple exchange.
-                  a[k] = a[less];
-                  a[less++] = a[great];
-                  a[great--] = ek;
-                } else {
-                  // a[great] >= pivot1.
-                  a[k] = a[great];
-                  a[great--] = ek;
-                }
-                break;
-              }
-            }
+          for (index3 = 0; index3 < lo1; ++index3) {
+            filters[offset][newIndex[index3] + n0] |= one;
+          }
+          for (index4 = hi1; index4 < n1; ++index4) {
+            filters[offset][newIndex[index4] + n0] |= one;
           }
         }
       }
-    }
 
-    // Move pivots into their final positions.
-    // We shrunk the list from both sides (a[left] and a[right] have
-    // meaningless values in them) and now we move elements from the first
-    // and third partition into these locations so that we can store the
-    // pivots.
-    a[lo] = a[less - 1];
-    a[less - 1] = pivot1;
-    a[hi - 1] = a[great + 1];
-    a[great + 1] = pivot2;
+      // If this dimension previously had no data, then we don't need to do the
+      // more expensive merge operation; use the new values and index as-is.
+      if (!n0) {
+        values = newValues;
+        index = newIndex;
+        iterablesIndexCount = newIterablesIndexCount;
+        iterablesIndexFilterStatus = newIterablesIndexFilterStatus;
+        lo0 = lo1;
+        hi0 = hi1;
+        return;
+      }
 
-    // The list is now partitioned into three partitions:
-    // [ < pivot1   | >= pivot1 && <= pivot2   |  > pivot2   ]
-    //  ^            ^                        ^             ^
-    // left         less                     great        right
 
-    // Recursive descent. (Don't include the pivot values.)
-    sort(a, lo, less - 1);
-    sort(a, great + 2, hi);
 
-    if (pivotsEqual) {
-      // All elements in the second partition are equal to the pivot. No
-      // need to sort them.
-      return a;
+      var oldValues = values,
+        oldIndex = index,
+        oldIterablesIndexFilterStatus = iterablesIndexFilterStatus,
+        old_n0,
+        i1 = 0;
+
+      i0 = 0;
+
+      if(iterable){
+        old_n0 = n0
+        n0 = oldValues.length;
+        n1 = t
+      }
+
+      // Otherwise, create new arrays into which to merge new and old.
+      values = iterable ? new Array(n0 + n1) : new Array(n);
+      index = iterable ? new Array(n0 + n1) : crossfilter_index(n, n);
+      if(iterable) iterablesIndexFilterStatus = crossfilter_index(n0 + n1, 1);
+
+      // Concatenate the newIterablesIndexCount onto the old one.
+      if(iterable) {
+        var oldiiclength = iterablesIndexCount.length;
+        iterablesIndexCount = xfilterArray.arrayLengthen(iterablesIndexCount, n);
+        for(var j=0; j+oldiiclength < n; j++) {
+          iterablesIndexCount[j+oldiiclength] = newIterablesIndexCount[j];
+        }
+      }
+
+      // Merge the old and new sorted values, and old and new index.
+      var index5 = 0;
+      for (; i0 < n0 && i1 < n1; ++index5) {
+        if (oldValues[i0] < newValues[i1]) {
+          values[index5] = oldValues[i0];
+          if(iterable) iterablesIndexFilterStatus[index5] = oldIterablesIndexFilterStatus[i0];
+          index[index5] = oldIndex[i0++];
+        } else {
+          values[index5] = newValues[i1];
+          if(iterable) iterablesIndexFilterStatus[index5] = newIterablesIndexFilterStatus[i1];
+          index[index5] = newIndex[i1++] + (iterable ? old_n0 : n0);
+        }
+      }
+
+      // Add any remaining old values.
+      for (; i0 < n0; ++i0, ++index5) {
+        values[index5] = oldValues[i0];
+        if(iterable) iterablesIndexFilterStatus[index5] = oldIterablesIndexFilterStatus[i0];
+        index[index5] = oldIndex[i0];
+      }
+
+      // Add any remaining new values.
+      for (; i1 < n1; ++i1, ++index5) {
+        values[index5] = newValues[i1];
+        if(iterable) iterablesIndexFilterStatus[index5] = newIterablesIndexFilterStatus[i1];
+        index[index5] = newIndex[i1] + (iterable ? old_n0 : n0);
+      }
+
+      // Bisect again to recompute lo0 and hi0.
+      bounds = refilter(values), lo0 = bounds[0], hi0 = bounds[1];
     }
 
-    // In theory it should be enough to call _doSort recursively on the second
-    // partition.
-    // The Android source however removes the pivot elements from the recursive
-    // call if the second partition is too large (more than 2/3 of the list).
-    if (less < i1 && great > i5) {
-      var lessValue, greatValue;
-      while ((lessValue = f(a[less])) <= pivotValue1 && lessValue >= pivotValue1) ++less;
-      while ((greatValue = f(a[great])) <= pivotValue2 && greatValue >= pivotValue2) --great;
+    // When all filters have updated, notify index listeners of the new values.
+    function postAdd(newData, n0, n1) {
+      indexListeners.forEach(function(l) { l(newValues, newIndex, n0, n1); });
+      newValues = newIndex = null;
+    }
 
-      // Copy paste of the previous 3-way partitioning with adaptions.
-      //
-      // We partition the list into three parts:
-      //  1. == pivot1
-      //  2. > pivot1 && < pivot2
-      //  3. == pivot2
-      //
-      // During the loop we have:
-      // [ == pivot1 | > pivot1 && < pivot2 | unpartitioned  | == pivot2 ]
-      //              ^                      ^              ^
-      //            less                     k              great
-      //
-      // Invariants:
-      //   1. for x in [ *, less[ : x == pivot1
-      //   2. for x in [less, k[ : pivot1 < x && x < pivot2
-      //   3. for x in ]great, * ] : x == pivot2
-      for (var k = less; k <= great; k++) {
-        var ek = a[k], xk = f(ek);
-        if (xk <= pivotValue1 && xk >= pivotValue1) {
-          if (k !== less) {
-            a[k] = a[less];
-            a[less] = ek;
+    function removeData(reIndex) {
+      if (iterable) {
+        for (var i0 = 0, i1 = 0; i0 < iterablesEmptyRows.length; i0++) {
+          if (reIndex[iterablesEmptyRows[i0]] !== REMOVED_INDEX) {
+            iterablesEmptyRows[i1] = reIndex[iterablesEmptyRows[i0]];
+            i1++;
+          }
+        }
+        iterablesEmptyRows.length = i1;
+        for (i0 = 0, i1 = 0; i0 < n; i0++) {
+          if (reIndex[i0] !== REMOVED_INDEX) {
+            if (i1 !== i0) iterablesIndexCount[i1] = iterablesIndexCount[i0];
+            i1++;
+          }
+        }
+        iterablesIndexCount = iterablesIndexCount.slice(0, i1);
+      }
+      // Rewrite our index, overwriting removed values
+      var n0 = values.length;
+      for (var i = 0, j = 0, oldDataIndex; i < n0; ++i) {
+        oldDataIndex = index[i];
+        if (reIndex[oldDataIndex] !== REMOVED_INDEX) {
+          if (i !== j) values[j] = values[i];
+          index[j] = reIndex[oldDataIndex];
+          if (iterable) {
+            iterablesIndexFilterStatus[j] = iterablesIndexFilterStatus[i];
+          }
+          ++j;
+        }
+      }
+      values.length = j;
+      if (iterable) iterablesIndexFilterStatus = iterablesIndexFilterStatus.slice(0, j);
+      while (j < n0) index[j++] = 0;
+
+      // Bisect again to recompute lo0 and hi0.
+      var bounds = refilter(values);
+      lo0 = bounds[0], hi0 = bounds[1];
+    }
+
+    // Updates the selected values based on the specified bounds [lo, hi].
+    // This implementation is used by all the public filter methods.
+    function filterIndexBounds(bounds) {
+
+      var lo1 = bounds[0],
+          hi1 = bounds[1];
+
+      if (refilterFunction) {
+        refilterFunction = null;
+        filterIndexFunction(function(d, i) { return lo1 <= i && i < hi1; }, bounds[0] === 0 && bounds[1] === values.length);
+        lo0 = lo1;
+        hi0 = hi1;
+        return dimension;
+      }
+
+      var i,
+          j,
+          k,
+          added = [],
+          removed = [],
+          valueIndexAdded = [],
+          valueIndexRemoved = [];
+
+
+      // Fast incremental update based on previous lo index.
+      if (lo1 < lo0) {
+        for (i = lo1, j = Math.min(lo0, hi1); i < j; ++i) {
+          added.push(index[i]);
+          valueIndexAdded.push(i);
+        }
+      } else if (lo1 > lo0) {
+        for (i = lo0, j = Math.min(lo1, hi0); i < j; ++i) {
+          removed.push(index[i]);
+          valueIndexRemoved.push(i);
+        }
+      }
+
+      // Fast incremental update based on previous hi index.
+      if (hi1 > hi0) {
+        for (i = Math.max(lo1, hi0), j = hi1; i < j; ++i) {
+          added.push(index[i]);
+          valueIndexAdded.push(i);
+        }
+      } else if (hi1 < hi0) {
+        for (i = Math.max(lo0, hi1), j = hi0; i < j; ++i) {
+          removed.push(index[i]);
+          valueIndexRemoved.push(i);
+        }
+      }
+
+      if(!iterable) {
+        // Flip filters normally.
+
+        for(i=0; i<added.length; i++) {
+          filters[offset][added[i]] ^= one;
+        }
+
+        for(i=0; i<removed.length; i++) {
+          filters[offset][removed[i]] ^= one;
+        }
+
+      } else {
+        // For iterables, we need to figure out if the row has been completely removed vs partially included
+        // Only count a row as added if it is not already being aggregated. Only count a row
+        // as removed if the last element being aggregated is removed.
+
+        var newAdded = [];
+        var newRemoved = [];
+        for (i = 0; i < added.length; i++) {
+          iterablesIndexCount[added[i]]++
+          iterablesIndexFilterStatus[valueIndexAdded[i]] = 0;
+          if(iterablesIndexCount[added[i]] === 1) {
+            filters[offset][added[i]] ^= one;
+            newAdded.push(added[i]);
+          }
+        }
+        for (i = 0; i < removed.length; i++) {
+          iterablesIndexCount[removed[i]]--
+          iterablesIndexFilterStatus[valueIndexRemoved[i]] = 1;
+          if(iterablesIndexCount[removed[i]] === 0) {
+            filters[offset][removed[i]] ^= one;
+            newRemoved.push(removed[i]);
+          }
+        }
+
+        added = newAdded;
+        removed = newRemoved;
+
+        // Now handle empty rows.
+        if(refilter === xfilterFilter.filterAll) {
+          for(i = 0; i < iterablesEmptyRows.length; i++) {
+            if((filters[offset][k = iterablesEmptyRows[i]] & one)) {
+              // Was not in the filter, so set the filter and add
+              filters[offset][k] ^= one;
+              added.push(k);
+            }
           }
-          less++;
         } else {
-          if (xk <= pivotValue2 && xk >= pivotValue2) {
-            while (true) {
-              var greatValue = f(a[great]);
-              if (greatValue <= pivotValue2 && greatValue >= pivotValue2) {
-                great--;
-                if (great < k) break;
-                // This is the only location inside the loop where a new
-                // iteration is started.
-                continue;
-              } else {
-                // a[great] < pivot2.
-                if (greatValue < pivotValue1) {
-                  // Triple exchange.
-                  a[k] = a[less];
-                  a[less++] = a[great];
-                  a[great--] = ek;
-                } else {
-                  // a[great] == pivot1.
-                  a[k] = a[great];
-                  a[great--] = ek;
-                }
-                break;
-              }
+          // filter in place - remove empty rows if necessary
+          for(i = 0; i < iterablesEmptyRows.length; i++) {
+            if(!(filters[offset][k = iterablesEmptyRows[i]] & one)) {
+              // Was in the filter, so set the filter and remove
+              filters[offset][k] ^= one;
+              removed.push(k);
             }
           }
         }
       }
+
+      lo0 = lo1;
+      hi0 = hi1;
+      filterListeners.forEach(function(l) { l(one, offset, added, removed); });
+      triggerOnChange('filtered');
+      return dimension;
     }
 
-    // The second partition has now been cleared of pivot elements and looks
-    // as follows:
-    // [  *  |  > pivot1 && < pivot2  | * ]
-    //        ^                      ^
-    //       less                  great
-    // Sort the second partition using recursive descent.
+    // Filters this dimension using the specified range, value, or null.
+    // If the range is null, this is equivalent to filterAll.
+    // If the range is an array, this is equivalent to filterRange.
+    // Otherwise, this is equivalent to filterExact.
+    function filter(range) {
+      return range == null
+          ? filterAll() : Array.isArray(range)
+          ? filterRange(range) : typeof range === "function"
+          ? filterFunction(range)
+          : filterExact(range);
+    }
 
-    // The second partition looks as follows:
-    // [  *  |  >= pivot1 && <= pivot2  | * ]
-    //        ^                        ^
-    //       less                    great
-    // Simply sort it by recursive descent.
+    // Filters this dimension to select the exact value.
+    function filterExact(value) {
+      filterValue = value;
+      filterValuePresent = true;
+      return filterIndexBounds((refilter = xfilterFilter.filterExact(bisect, value))(values));
+    }
 
-    return sort(a, less, great + 1);
-  }
+    // Filters this dimension to select the specified range [lo, hi].
+    // The lower bound is inclusive, and the upper bound is exclusive.
+    function filterRange(range) {
+      filterValue = range;
+      filterValuePresent = true;
+      return filterIndexBounds((refilter = xfilterFilter.filterRange(bisect, range))(values));
+    }
 
-  return sort;
-}
+    // Clears any filters on this dimension.
+    function filterAll() {
+      filterValue = undefined;
+      filterValuePresent = false;
+      return filterIndexBounds((refilter = xfilterFilter.filterAll)(values));
+    }
 
-var quicksort_sizeThreshold = 32;
-var crossfilter_array8 = crossfilter_arrayUntyped,
-    crossfilter_array16 = crossfilter_arrayUntyped,
-    crossfilter_array32 = crossfilter_arrayUntyped,
-    crossfilter_arrayLengthen = crossfilter_arrayLengthenUntyped,
-    crossfilter_arrayWiden = crossfilter_arrayWidenUntyped;
+    // Filters this dimension using an arbitrary function.
+    function filterFunction(f) {
+      filterValue = f;
+      filterValuePresent = true;
+      
+      refilterFunction = f;
+      refilter = xfilterFilter.filterAll;
 
-if (typeof Uint8Array !== "undefined") {
-  crossfilter_array8 = function(n) { return new Uint8Array(n); };
-  crossfilter_array16 = function(n) { return new Uint16Array(n); };
-  crossfilter_array32 = function(n) { return new Uint32Array(n); };
+      filterIndexFunction(f, false);
 
-  crossfilter_arrayLengthen = function(array, length) {
-    if (array.length >= length) return array;
-    var copy = new array.constructor(length);
-    copy.set(array);
-    return copy;
-  };
+      var bounds = refilter(values);
+      lo0 = bounds[0], hi0 = bounds[1];
 
-  crossfilter_arrayWiden = function(array, width) {
-    var copy;
-    switch (width) {
-      case 16: copy = crossfilter_array16(array.length); break;
-      case 32: copy = crossfilter_array32(array.length); break;
-      default: throw new Error("invalid array width!");
+      return dimension;
     }
-    copy.set(array);
-    return copy;
-  };
-}
 
-function crossfilter_arrayUntyped(n) {
-  var array = new Array(n), i = -1;
-  while (++i < n) array[i] = 0;
-  return array;
-}
+    function filterIndexFunction(f, filterAll) {
+      var i,
+          k,
+          x,
+          added = [],
+          removed = [],
+          valueIndexAdded = [],
+          valueIndexRemoved = [],
+          indexLength = values.length;
+
+      if(!iterable) {
+        for (i = 0; i < indexLength; ++i) {
+          if (!(filters[offset][k = index[i]] & one) ^ !!(x = f(values[i], i))) {
+            if (x) added.push(k);
+            else removed.push(k);
+          }
+        }
+      }
 
-function crossfilter_arrayLengthenUntyped(array, length) {
-  var n = array.length;
-  while (n < length) array[n++] = 0;
-  return array;
-}
+      if(iterable) {
+        for(i=0; i < indexLength; ++i) {
+          if(f(values[i], i)) {
+            added.push(index[i]);
+            valueIndexAdded.push(i);
+          } else {
+            removed.push(index[i]);
+            valueIndexRemoved.push(i);
+          }
+        }
+      }
 
-function crossfilter_arrayWidenUntyped(array, width) {
-  if (width > 32) throw new Error("invalid array width!");
-  return array;
-}
-function crossfilter_filterExact(bisect, value) {
-  return function(values) {
-    var n = values.length;
-    return [bisect.left(values, value, 0, n), bisect.right(values, value, 0, n)];
-  };
-}
+      if(!iterable) {
+        for(i=0; i<added.length; i++) {
+          if(filters[offset][added[i]] & one) filters[offset][added[i]] &= zero;
+        }
+
+        for(i=0; i<removed.length; i++) {
+          if(!(filters[offset][removed[i]] & one)) filters[offset][removed[i]] |= one;
+        }
+      } else {
+
+        var newAdded = [];
+        var newRemoved = [];
+        for (i = 0; i < added.length; i++) {
+          // First check this particular value needs to be added
+          if(iterablesIndexFilterStatus[valueIndexAdded[i]] === 1) {
+            iterablesIndexCount[added[i]]++
+            iterablesIndexFilterStatus[valueIndexAdded[i]] = 0;
+            if(iterablesIndexCount[added[i]] === 1) {
+              filters[offset][added[i]] ^= one;
+              newAdded.push(added[i]);
+            }
+          }
+        }
+        for (i = 0; i < removed.length; i++) {
+          // First check this particular value needs to be removed
+          if(iterablesIndexFilterStatus[valueIndexRemoved[i]] === 0) {
+            iterablesIndexCount[removed[i]]--
+            iterablesIndexFilterStatus[valueIndexRemoved[i]] = 1;
+            if(iterablesIndexCount[removed[i]] === 0) {
+              filters[offset][removed[i]] ^= one;
+              newRemoved.push(removed[i]);
+            }
+          }
+        }
+
+        added = newAdded;
+        removed = newRemoved;
+
+        // Now handle empty rows.
+        if(filterAll) {
+          for(i = 0; i < iterablesEmptyRows.length; i++) {
+            if((filters[offset][k = iterablesEmptyRows[i]] & one)) {
+              // Was not in the filter, so set the filter and add
+              filters[offset][k] ^= one;
+              added.push(k);
+            }
+          }
+        } else {
+          // filter in place - remove empty rows if necessary
+          for(i = 0; i < iterablesEmptyRows.length; i++) {
+            if(!(filters[offset][k = iterablesEmptyRows[i]] & one)) {
+              // Was in the filter, so set the filter and remove
+              filters[offset][k] ^= one;
+              removed.push(k);
+            }
+          }
+        }
+      }
+
+      filterListeners.forEach(function(l) { l(one, offset, added, removed); });
+      triggerOnChange('filtered');
+    }
+    
+    function currentFilter() {
+      return filterValue;
+    }
+    
+    function hasCurrentFilter() {
+      return filterValuePresent;
+    }
+
+    // Returns the top K selected records based on this dimension's order.
+    // Note: observes this dimension's filter, unlike group and groupAll.
+    function top(k, top_offset) {
+      var array = [],
+          i = hi0,
+          j,
+          toSkip = 0;
+
+      if(top_offset && top_offset > 0) toSkip = top_offset;
+
+      while (--i >= lo0 && k > 0) {
+        if (filters.zero(j = index[i])) {
+          if(toSkip > 0) {
+            //skip matching row
+            --toSkip;
+          } else {
+            array.push(data[j]);
+            --k;
+          }
+        }
+      }
+
+      if(iterable){
+        for(i = 0; i < iterablesEmptyRows.length && k > 0; i++) {
+          // Add row with empty iterable column at the end
+          if(filters.zero(j = iterablesEmptyRows[i])) {
+            if(toSkip > 0) {
+              //skip matching row
+              --toSkip;
+            } else {
+              array.push(data[j]);
+              --k;
+            }
+          }
+        }
+      }
+
+      return array;
+    }
+
+    // Returns the bottom K selected records based on this dimension's order.
+    // Note: observes this dimension's filter, unlike group and groupAll.
+    function bottom(k, bottom_offset) {
+      var array = [],
+          i,
+          j,
+          toSkip = 0;
+
+      if(bottom_offset && bottom_offset > 0) toSkip = bottom_offset;
+
+      if(iterable) {
+        // Add row with empty iterable column at the top
+        for(i = 0; i < iterablesEmptyRows.length && k > 0; i++) {
+          if(filters.zero(j = iterablesEmptyRows[i])) {
+            if(toSkip > 0) {
+              //skip matching row
+              --toSkip;
+            } else {
+              array.push(data[j]);
+              --k;
+            }
+          }
+        }
+      }
+
+      i = lo0;
+
+      while (i < hi0 && k > 0) {
+        if (filters.zero(j = index[i])) {
+          if(toSkip > 0) {
+            //skip matching row
+            --toSkip;
+          } else {
+            array.push(data[j]);
+            --k;
+          }
+        }
+        i++;
+      }
+
+      return array;
+    }
+
+    // Adds a new group to this dimension, using the specified key function.
+    function group(key) {
+      var group = {
+        top: top,
+        all: all,
+        reduce: reduce,
+        reduceCount: reduceCount,
+        reduceSum: reduceSum,
+        order: order,
+        orderNatural: orderNatural,
+        size: size,
+        dispose: dispose,
+        remove: dispose // for backwards-compatibility
+      };
+
+      // Ensure that this group will be removed when the dimension is removed.
+      dimensionGroups.push(group);
+
+      var groups, // array of {key, value}
+          groupIndex, // object id ↦ group id
+          groupWidth = 8,
+          groupCapacity = crossfilter_capacity(groupWidth),
+          k = 0, // cardinality
+          select,
+          heap,
+          reduceAdd,
+          reduceRemove,
+          reduceInitial,
+          update = crossfilter_null,
+          reset = crossfilter_null,
+          resetNeeded = true,
+          groupAll = key === crossfilter_null,
+          n0old;
+
+      if (arguments.length < 1) key = crossfilter_identity;
+
+      // The group listens to the crossfilter for when any dimension changes, so
+      // that it can update the associated reduce values. It must also listen to
+      // the parent dimension for when data is added, and compute new keys.
+      filterListeners.push(update);
+      indexListeners.push(add);
+      removeDataListeners.push(removeData);
+
+      // Incorporate any existing data into the grouping.
+      add(values, index, 0, n);
+
+      // Incorporates the specified new values into this group.
+      // This function is responsible for updating groups and groupIndex.
+      function add(newValues, newIndex, n0, n1) {
+
+        if(iterable) {
+          n0old = n0
+          n0 = values.length - newValues.length
+          n1 = newValues.length;
+        }
+
+        var oldGroups = groups,
+            reIndex = iterable ? [] : crossfilter_index(k, groupCapacity),
+            add = reduceAdd,
+            remove = reduceRemove,
+            initial = reduceInitial,
+            k0 = k, // old cardinality
+            i0 = 0, // index of old group
+            i1 = 0, // index of new record
+            j, // object id
+            g0, // old group
+            x0, // old key
+            x1, // new key
+            g, // group to add
+            x; // key of group to add
+
+        // If a reset is needed, we don't need to update the reduce values.
+        if (resetNeeded) add = initial = crossfilter_null;
+        if (resetNeeded) remove = initial = crossfilter_null;
+
+        // Reset the new groups (k is a lower bound).
+        // Also, make sure that groupIndex exists and is long enough.
+        groups = new Array(k), k = 0;
+        if(iterable){
+          groupIndex = k0 ? groupIndex : [];
+        }
+        else{
+          groupIndex = k0 > 1 ? xfilterArray.arrayLengthen(groupIndex, n) : crossfilter_index(n, groupCapacity);
+        }
+
+
+        // Get the first old key (x0 of g0), if it exists.
+        if (k0) x0 = (g0 = oldGroups[0]).key;
+
+        // Find the first new key (x1), skipping NaN keys.
+        while (i1 < n1 && !((x1 = key(newValues[i1])) >= x1)) ++i1;
+
+        // While new keys remain…
+        while (i1 < n1) {
+
+          // Determine the lesser of the two current keys; new and old.
+          // If there are no old keys remaining, then always add the new key.
+          if (g0 && x0 <= x1) {
+            g = g0, x = x0;
+
+            // Record the new index of the old group.
+            reIndex[i0] = k;
+
+            // Retrieve the next old key.
+            g0 = oldGroups[++i0];
+            if (g0) x0 = g0.key;
+          } else {
+            g = {key: x1, value: initial()}, x = x1;
+          }
+
+          // Add the lesser group.
+          groups[k] = g;
+
+          // Add any selected records belonging to the added group, while
+          // advancing the new key and populating the associated group index.
+
+          while (x1 <= x) {
+            j = newIndex[i1] + (iterable ? n0old : n0)
+
+
+            if(iterable){
+              if(groupIndex[j]){
+                groupIndex[j].push(k)
+              }
+              else{
+                groupIndex[j] = [k]
+              }
+            }
+            else{
+              groupIndex[j] = k;
+            }
+
+            // Always add new values to groups. Only remove when not in filter.
+            // This gives groups full information on data life-cycle.
+            g.value = add(g.value, data[j], true);
+            if (!filters.zeroExcept(j, offset, zero)) g.value = remove(g.value, data[j], false);
+            if (++i1 >= n1) break;
+            x1 = key(newValues[i1]);
+          }
+
+          groupIncrement();
+        }
+
+        // Add any remaining old groups that were greater th1an all new keys.
+        // No incremental reduce is needed; these groups have no new records.
+        // Also record the new index of the old group.
+        while (i0 < k0) {
+          groups[reIndex[i0] = k] = oldGroups[i0++];
+          groupIncrement();
+        }
+
+
+        // Fill in gaps with empty arrays where there may have been rows with empty iterables
+        if(iterable){
+          for (var index1 = 0; index1 < n; index1++) {
+            if(!groupIndex[index1]){
+              groupIndex[index1] = [];
+            }
+          }
+        }
 
-function crossfilter_filterRange(bisect, range) {
-  var min = range[0],
-      max = range[1];
-  return function(values) {
-    var n = values.length;
-    return [bisect.left(values, min, 0, n), bisect.left(values, max, 0, n)];
-  };
-}
+        // If we added any new groups before any old groups,
+        // update the group index of all the old records.
+        if(k > i0){
+          if(iterable){
+            for (i0 = 0; i0 < n0old; ++i0) {
+              for (index1 = 0; index1 < groupIndex[i0].length; index1++) {
+                groupIndex[i0][index1] = reIndex[groupIndex[i0][index1]];
+              }
+            }
+          }
+          else{
+            for (i0 = 0; i0 < n0; ++i0) {
+              groupIndex[i0] = reIndex[groupIndex[i0]];
+            }
+          }
+        }
 
-function crossfilter_filterAll(values) {
-  return [0, values.length];
-}
-function crossfilter_null() {
-  return null;
-}
-function crossfilter_zero() {
-  return 0;
-}
-function crossfilter_reduceIncrement(p) {
-  return p + 1;
-}
+        // Modify the update and reset behavior based on the cardinality.
+        // If the cardinality is less than or equal to one, then the groupIndex
+        // is not needed. If the cardinality is zero, then there are no records
+        // and therefore no groups to update or reset. Note that we also must
+        // change the registered listener to point to the new method.
+        j = filterListeners.indexOf(update);
+        if (k > 1 || iterable) {
+          update = updateMany;
+          reset = resetMany;
+        } else {
+          if (!k && groupAll) {
+            k = 1;
+            groups = [{key: null, value: initial()}];
+          }
+          if (k === 1) {
+            update = updateOne;
+            reset = resetOne;
+          } else {
+            update = crossfilter_null;
+            reset = crossfilter_null;
+          }
+          groupIndex = null;
+        }
+        filterListeners[j] = update;
 
-function crossfilter_reduceDecrement(p) {
-  return p - 1;
-}
+        // Count the number of added groups,
+        // and widen the group index as needed.
+        function groupIncrement() {
+          if(iterable){
+            k++
+            return
+          }
+          if (++k === groupCapacity) {
+            reIndex = xfilterArray.arrayWiden(reIndex, groupWidth <<= 1);
+            groupIndex = xfilterArray.arrayWiden(groupIndex, groupWidth);
+            groupCapacity = crossfilter_capacity(groupWidth);
+          }
+        }
+      }
 
-function crossfilter_reduceAdd(f) {
-  return function(p, v) {
-    return p + +f(v);
-  };
-}
+      function removeData(reIndex) {
+        if (k > 1 || iterable) {
+          var oldK = k,
+              oldGroups = groups,
+              seenGroups = crossfilter_index(oldK, oldK),
+              i,
+              i0,
+              j;
 
-function crossfilter_reduceSubtract(f) {
-  return function(p, v) {
-    return p - f(v);
-  };
-}
-exports.crossfilter = crossfilter;
+          // Filter out non-matches by copying matching group index entries to
+          // the beginning of the array.
+          if (!iterable) {
+            for (i = 0, j = 0; i < n; ++i) {
+              if (reIndex[i] !== REMOVED_INDEX) {
+                seenGroups[groupIndex[j] = groupIndex[i]] = 1;
+                ++j;
+              }
+            }
+          } else {
+            for (i = 0, j = 0; i < n; ++i) {
+              if (reIndex[i] !== REMOVED_INDEX) {
+                groupIndex[j] = groupIndex[i];
+                for (i0 = 0; i0 < groupIndex[j].length; i0++) {
+                  seenGroups[groupIndex[j][i0]] = 1;
+                }
+                ++j;
+              }
+            }
+          }
 
-function crossfilter() {
-  var crossfilter = {
-    add: add,
-    remove: removeData,
-    dimension: dimension,
-    groupAll: groupAll,
-    size: size
-  };
+          // Reassemble groups including only those groups that were referred
+          // to by matching group index entries.  Note the new group index in
+          // seenGroups.
+          groups = [], k = 0;
+          for (i = 0; i < oldK; ++i) {
+            if (seenGroups[i]) {
+              seenGroups[i] = k++;
+              groups.push(oldGroups[i]);
+            }
+          }
 
-  var data = [], // the records
-      n = 0, // the number of records; data.length
-      m = 0, // a bit mask representing which dimensions are in use
-      M = 8, // number of dimensions that can fit in `filters`
-      filters = crossfilter_array8(0), // M bits per record; 1 is filtered out
-      filterListeners = [], // when the filters change
-      dataListeners = [], // when data is added
-      removeDataListeners = []; // when data is removed
+          if (k > 1 || iterable) {
+            // Reindex the group index using seenGroups to find the new index.
+            if (!iterable) {
+              for (i = 0; i < j; ++i) groupIndex[i] = seenGroups[groupIndex[i]];
+            } else {
+              for (i = 0; i < j; ++i) {
+                for (i0 = 0; i0 < groupIndex[i].length; ++i0) {
+                  groupIndex[i][i0] = seenGroups[groupIndex[i][i0]];
+                }
+              }
+            }
+          } else {
+            groupIndex = null;
+          }
+          filterListeners[filterListeners.indexOf(update)] = k > 1 || iterable
+              ? (reset = resetMany, update = updateMany)
+              : k === 1 ? (reset = resetOne, update = updateOne)
+              : reset = update = crossfilter_null;
+        } else if (k === 1) {
+          if (groupAll) return;
+          for (var index3 = 0; index3 < n; ++index3) if (reIndex[index3] !== REMOVED_INDEX) return;
+          groups = [], k = 0;
+          filterListeners[filterListeners.indexOf(update)] =
+          update = reset = crossfilter_null;
+        }
+      }
 
-  // Adds the specified new records to this crossfilter.
-  function add(newData) {
-    var n0 = n,
-        n1 = newData.length;
+      // Reduces the specified selected or deselected records.
+      // This function is only used when the cardinality is greater than 1.
+      // notFilter indicates a crossfilter.add/remove operation.
+      function updateMany(filterOne, filterOffset, added, removed, notFilter) {
 
-    // If there's actually new data to add…
-    // Merge the new data into the existing data.
-    // Lengthen the filter bitset to handle the new records.
-    // Notify listeners (dimensions and groups) that new data is available.
-    if (n1) {
-      data = data.concat(newData);
-      filters = crossfilter_arrayLengthen(filters, n += n1);
-      dataListeners.forEach(function(l) { l(newData, n0, n1); });
-    }
+        if ((filterOne === one && filterOffset === offset) || resetNeeded) return;
 
-    return crossfilter;
-  }
+        var i,
+            j,
+            k,
+            n,
+            g;
 
-  // Removes all records that match the current filters.
-  function removeData() {
-    var newIndex = crossfilter_index(n, n),
-        removed = [];
-    for (var i = 0, j = 0; i < n; ++i) {
-      if (filters[i]) newIndex[i] = j++;
-      else removed.push(i);
-    }
+        if(iterable){
+          // Add the added values.
+          for (i = 0, n = added.length; i < n; ++i) {
+            if (filters.zeroExcept(k = added[i], offset, zero)) {
+              for (j = 0; j < groupIndex[k].length; j++) {
+                g = groups[groupIndex[k][j]];
+                g.value = reduceAdd(g.value, data[k], false, j);
+              }
+            }
+          }
 
-    // Remove all matching records from groups.
-    filterListeners.forEach(function(l) { l(0, [], removed); });
+          // Remove the removed values.
+          for (i = 0, n = removed.length; i < n; ++i) {
+            if (filters.onlyExcept(k = removed[i], offset, zero, filterOffset, filterOne)) {
+              for (j = 0; j < groupIndex[k].length; j++) {
+                g = groups[groupIndex[k][j]];
+                g.value = reduceRemove(g.value, data[k], notFilter, j);
+              }
+            }
+          }
+          return;
+        }
 
-    // Update indexes.
-    removeDataListeners.forEach(function(l) { l(newIndex); });
+        // Add the added values.
+        for (i = 0, n = added.length; i < n; ++i) {
+          if (filters.zeroExcept(k = added[i], offset, zero)) {
+            g = groups[groupIndex[k]];
+            g.value = reduceAdd(g.value, data[k], false);
+          }
+        }
 
-    // Remove old filters and data by overwriting.
-    for (var i = 0, j = 0, k; i < n; ++i) {
-      if (k = filters[i]) {
-        if (i !== j) filters[j] = k, data[j] = data[i];
-        ++j;
+        // Remove the removed values.
+        for (i = 0, n = removed.length; i < n; ++i) {
+          if (filters.onlyExcept(k = removed[i], offset, zero, filterOffset, filterOne)) {
+            g = groups[groupIndex[k]];
+            g.value = reduceRemove(g.value, data[k], notFilter);
+          }
+        }
       }
-    }
-    data.length = j;
-    while (n > j) filters[--n] = 0;
-  }
 
-  // Adds a new dimension with the specified value accessor function.
-  function dimension(value) {
-    var dimension = {
-      filter: filter,
-      filterExact: filterExact,
-      filterRange: filterRange,
-      filterFunction: filterFunction,
-      filterAll: filterAll,
-      top: top,
-      bottom: bottom,
-      group: group,
-      groupAll: groupAll,
-      dispose: dispose,
-      remove: dispose // for backwards-compatibility
-    };
+      // Reduces the specified selected or deselected records.
+      // This function is only used when the cardinality is 1.
+      // notFilter indicates a crossfilter.add/remove operation.
+      function updateOne(filterOne, filterOffset, added, removed, notFilter) {
+        if ((filterOne === one && filterOffset === offset) || resetNeeded) return;
 
-    var one = ~m & -~m, // lowest unset bit as mask, e.g., 00001000
-        zero = ~one, // inverted one, e.g., 11110111
-        values, // sorted, cached array
-        index, // value rank ↦ object id
-        newValues, // temporary array storing newly-added values
-        newIndex, // temporary array storing newly-added index
-        sort = quicksort_by(function(i) { return newValues[i]; }),
-        refilter = crossfilter_filterAll, // for recomputing filter
-        refilterFunction, // the custom filter function in use
-        indexListeners = [], // when data is added
-        dimensionGroups = [],
-        lo0 = 0,
-        hi0 = 0;
+        var i,
+            k,
+            n,
+            g = groups[0];
 
-    // Updating a dimension is a two-stage process. First, we must update the
-    // associated filters for the newly-added records. Once all dimensions have
-    // updated their filters, the groups are notified to update.
-    dataListeners.unshift(preAdd);
-    dataListeners.push(postAdd);
+        // Add the added values.
+        for (i = 0, n = added.length; i < n; ++i) {
+          if (filters.zeroExcept(k = added[i], offset, zero)) {
+            g.value = reduceAdd(g.value, data[k], false);
+          }
+        }
 
-    removeDataListeners.push(removeData);
+        // Remove the removed values.
+        for (i = 0, n = removed.length; i < n; ++i) {
+          if (filters.onlyExcept(k = removed[i], offset, zero, filterOffset, filterOne)) {
+            g.value = reduceRemove(g.value, data[k], notFilter);
+          }
+        }
+      }
 
-    // Incorporate any existing data into this dimension, and make sure that the
-    // filter bitset is wide enough to handle the new dimension.
-    m |= one;
-    if (M >= 32 ? !one : m & -(1 << M)) {
-      filters = crossfilter_arrayWiden(filters, M <<= 1);
-    }
-    preAdd(data, 0, n);
-    postAdd(data, 0, n);
+      // Recomputes the group reduce values from scratch.
+      // This function is only used when the cardinality is greater than 1.
+      function resetMany() {
+        var i,
+            j,
+            g;
 
-    // Incorporates the specified new records into this dimension.
-    // This function is responsible for updating filters, values, and index.
-    function preAdd(newData, n0, n1) {
+        // Reset all group values.
+        for (i = 0; i < k; ++i) {
+          groups[i].value = reduceInitial();
+        }
 
-      // Permute new values into natural order using a sorted index.
-      newValues = newData.map(value);
-      newIndex = sort(crossfilter_range(n1), 0, n1);
-      newValues = permute(newValues, newIndex);
+        // We add all records and then remove filtered records so that reducers
+        // can build an 'unfiltered' view even if there are already filters in
+        // place on other dimensions.
+        if(iterable){
+          for (i = 0; i < n; ++i) {
+            for (j = 0; j < groupIndex[i].length; j++) {
+              g = groups[groupIndex[i][j]];
+              g.value = reduceAdd(g.value, data[i], true, j);
+            }
+          }
+          for (i = 0; i < n; ++i) {
+            if (!filters.zeroExcept(i, offset, zero)) {
+              for (j = 0; j < groupIndex[i].length; j++) {
+                g = groups[groupIndex[i][j]];
+                g.value = reduceRemove(g.value, data[i], false, j);
+              }
+            }
+          }
+          return;
+        }
 
-      // Bisect newValues to determine which new records are selected.
-      var bounds = refilter(newValues), lo1 = bounds[0], hi1 = bounds[1], i;
-      if (refilterFunction) {
-        for (i = 0; i < n1; ++i) {
-          if (!refilterFunction(newValues[i], i)) filters[newIndex[i] + n0] |= one;
+        for (i = 0; i < n; ++i) {
+          g = groups[groupIndex[i]];
+          g.value = reduceAdd(g.value, data[i], true);
+        }
+        for (i = 0; i < n; ++i) {
+          if (!filters.zeroExcept(i, offset, zero)) {
+            g = groups[groupIndex[i]];
+            g.value = reduceRemove(g.value, data[i], false);
+          }
         }
-      } else {
-        for (i = 0; i < lo1; ++i) filters[newIndex[i] + n0] |= one;
-        for (i = hi1; i < n1; ++i) filters[newIndex[i] + n0] |= one;
       }
 
-      // If this dimension previously had no data, then we don't need to do the
-      // more expensive merge operation; use the new values and index as-is.
-      if (!n0) {
-        values = newValues;
-        index = newIndex;
-        lo0 = lo1;
-        hi0 = hi1;
-        return;
-      }
+      // Recomputes the group reduce values from scratch.
+      // This function is only used when the cardinality is 1.
+      function resetOne() {
+        var i,
+            g = groups[0];
 
-      var oldValues = values,
-          oldIndex = index,
-          i0 = 0,
-          i1 = 0;
+        // Reset the singleton group values.
+        g.value = reduceInitial();
 
-      // Otherwise, create new arrays into which to merge new and old.
-      values = new Array(n);
-      index = crossfilter_index(n, n);
+        // We add all records and then remove filtered records so that reducers
+        // can build an 'unfiltered' view even if there are already filters in
+        // place on other dimensions.
+        for (i = 0; i < n; ++i) {
+          g.value = reduceAdd(g.value, data[i], true);
+        }
 
-      // Merge the old and new sorted values, and old and new index.
-      for (i = 0; i0 < n0 && i1 < n1; ++i) {
-        if (oldValues[i0] < newValues[i1]) {
-          values[i] = oldValues[i0];
-          index[i] = oldIndex[i0++];
-        } else {
-          values[i] = newValues[i1];
-          index[i] = newIndex[i1++] + n0;
+        for (i = 0; i < n; ++i) {
+          if (!filters.zeroExcept(i, offset, zero)) {
+            g.value = reduceRemove(g.value, data[i], false);
+          }
         }
       }
 
-      // Add any remaining old values.
-      for (; i0 < n0; ++i0, ++i) {
-        values[i] = oldValues[i0];
-        index[i] = oldIndex[i0];
+      // Returns the array of group values, in the dimension's natural order.
+      function all() {
+        if (resetNeeded) reset(), resetNeeded = false;
+        return groups;
       }
 
-      // Add any remaining new values.
-      for (; i1 < n1; ++i1, ++i) {
-        values[i] = newValues[i1];
-        index[i] = newIndex[i1] + n0;
+      // Returns a new array containing the top K group values, in reduce order.
+      function top(k) {
+        var top = select(all(), 0, groups.length, k);
+        return heap.sort(top, 0, top.length);
       }
 
-      // Bisect again to recompute lo0 and hi0.
-      bounds = refilter(values), lo0 = bounds[0], hi0 = bounds[1];
-    }
-
-    // When all filters have updated, notify index listeners of the new values.
-    function postAdd(newData, n0, n1) {
-      indexListeners.forEach(function(l) { l(newValues, newIndex, n0, n1); });
-      newValues = newIndex = null;
-    }
-
-    function removeData(reIndex) {
-      for (var i = 0, j = 0, k; i < n; ++i) {
-        if (filters[k = index[i]]) {
-          if (i !== j) values[j] = values[i];
-          index[j] = reIndex[k];
-          ++j;
-        }
+      // Sets the reduce behavior for this group to use the specified functions.
+      // This method lazily recomputes the reduce values, waiting until needed.
+      function reduce(add, remove, initial) {
+        reduceAdd = add;
+        reduceRemove = remove;
+        reduceInitial = initial;
+        resetNeeded = true;
+        return group;
       }
-      values.length = j;
-      while (j < n) index[j++] = 0;
 
-      // Bisect again to recompute lo0 and hi0.
-      var bounds = refilter(values);
-      lo0 = bounds[0], hi0 = bounds[1];
-    }
+      // A convenience method for reducing by count.
+      function reduceCount() {
+        return reduce(xfilterReduce.reduceIncrement, xfilterReduce.reduceDecrement, crossfilter_zero);
+      }
 
-    // Updates the selected values based on the specified bounds [lo, hi].
-    // This implementation is used by all the public filter methods.
-    function filterIndexBounds(bounds) {
-      var lo1 = bounds[0],
-          hi1 = bounds[1];
+      // A convenience method for reducing by sum(value).
+      function reduceSum(value) {
+        return reduce(xfilterReduce.reduceAdd(value), xfilterReduce.reduceSubtract(value), crossfilter_zero);
+      }
 
-      if (refilterFunction) {
-        refilterFunction = null;
-        filterIndexFunction(function(d, i) { return lo1 <= i && i < hi1; });
-        lo0 = lo1;
-        hi0 = hi1;
-        return dimension;
+      // Sets the reduce order, using the specified accessor.
+      function order(value) {
+        select = xfilterHeapselect.by(valueOf);
+        heap = xfilterHeap.by(valueOf);
+        function valueOf(d) { return value(d.value); }
+        return group;
       }
 
-      var i,
-          j,
-          k,
-          added = [],
-          removed = [];
+      // A convenience method for natural ordering by reduce value.
+      function orderNatural() {
+        return order(crossfilter_identity);
+      }
 
-      // Fast incremental update based on previous lo index.
-      if (lo1 < lo0) {
-        for (i = lo1, j = Math.min(lo0, hi1); i < j; ++i) {
-          filters[k = index[i]] ^= one;
-          added.push(k);
-        }
-      } else if (lo1 > lo0) {
-        for (i = lo0, j = Math.min(lo1, hi0); i < j; ++i) {
-          filters[k = index[i]] ^= one;
-          removed.push(k);
-        }
+      // Returns the cardinality of this group, irrespective of any filters.
+      function size() {
+        return k;
       }
 
-      // Fast incremental update based on previous hi index.
-      if (hi1 > hi0) {
-        for (i = Math.max(lo1, hi0), j = hi1; i < j; ++i) {
-          filters[k = index[i]] ^= one;
-          added.push(k);
-        }
-      } else if (hi1 < hi0) {
-        for (i = Math.max(lo0, hi1), j = hi0; i < j; ++i) {
-          filters[k = index[i]] ^= one;
-          removed.push(k);
-        }
+      // Removes this group and associated event listeners.
+      function dispose() {
+        var i = filterListeners.indexOf(update);
+        if (i >= 0) filterListeners.splice(i, 1);
+        i = indexListeners.indexOf(add);
+        if (i >= 0) indexListeners.splice(i, 1);
+        i = removeDataListeners.indexOf(removeData);
+        if (i >= 0) removeDataListeners.splice(i, 1);
+        i = dimensionGroups.indexOf(group);
+        if (i >= 0) dimensionGroups.splice(i, 1);
+        return group;
       }
 
-      lo0 = lo1;
-      hi0 = hi1;
-      filterListeners.forEach(function(l) { l(one, added, removed); });
-      return dimension;
+      return reduceCount().orderNatural();
     }
 
-    // Filters this dimension using the specified range, value, or null.
-    // If the range is null, this is equivalent to filterAll.
-    // If the range is an array, this is equivalent to filterRange.
-    // Otherwise, this is equivalent to filterExact.
-    function filter(range) {
-      return range == null
-          ? filterAll() : Array.isArray(range)
-          ? filterRange(range) : typeof range === "function"
-          ? filterFunction(range)
-          : filterExact(range);
+    // A convenience function for generating a singleton group.
+    function groupAll() {
+      var g = group(crossfilter_null), all = g.all;
+      delete g.all;
+      delete g.top;
+      delete g.order;
+      delete g.orderNatural;
+      delete g.size;
+      g.value = function() { return all()[0].value; };
+      return g;
     }
 
-    // Filters this dimension to select the exact value.
-    function filterExact(value) {
-      return filterIndexBounds((refilter = crossfilter_filterExact(bisect, value))(values));
+    // Removes this dimension and associated groups and event listeners.
+    function dispose() {
+      dimensionGroups.forEach(function(group) { group.dispose(); });
+      var i = dataListeners.indexOf(preAdd);
+      if (i >= 0) dataListeners.splice(i, 1);
+      i = dataListeners.indexOf(postAdd);
+      if (i >= 0) dataListeners.splice(i, 1);
+      i = removeDataListeners.indexOf(removeData);
+      if (i >= 0) removeDataListeners.splice(i, 1);
+      filters.masks[offset] &= zero;
+      return filterAll();
     }
 
-    // Filters this dimension to select the specified range [lo, hi].
-    // The lower bound is inclusive, and the upper bound is exclusive.
-    function filterRange(range) {
-      return filterIndexBounds((refilter = crossfilter_filterRange(bisect, range))(values));
-    }
+    return dimension;
+  }
 
-    // Clears any filters on this dimension.
-    function filterAll() {
-      return filterIndexBounds((refilter = crossfilter_filterAll)(values));
-    }
+  // A convenience method for groupAll on a dummy dimension.
+  // This implementation can be optimized since it always has cardinality 1.
+  function groupAll() {
+    var group = {
+      reduce: reduce,
+      reduceCount: reduceCount,
+      reduceSum: reduceSum,
+      value: value,
+      dispose: dispose,
+      remove: dispose // for backwards-compatibility
+    };
 
-    // Filters this dimension using an arbitrary function.
-    function filterFunction(f) {
-      refilter = crossfilter_filterAll;
+    var reduceValue,
+        reduceAdd,
+        reduceRemove,
+        reduceInitial,
+        resetNeeded = true;
+
+    // The group listens to the crossfilter for when any dimension changes, so
+    // that it can update the reduce value. It must also listen to the parent
+    // dimension for when data is added.
+    filterListeners.push(update);
+    dataListeners.push(add);
 
-      filterIndexFunction(refilterFunction = f);
+    // For consistency; actually a no-op since resetNeeded is true.
+    add(data, 0, n);
+
+    // Incorporates the specified new values into this group.
+    function add(newData, n0) {
+      var i;
 
-      lo0 = 0;
-      hi0 = n;
+      if (resetNeeded) return;
 
-      return dimension;
+      // Cycle through all the values.
+      for (i = n0; i < n; ++i) {
+
+        // Add all values all the time.
+        reduceValue = reduceAdd(reduceValue, data[i], true);
+
+        // Remove the value if filtered.
+        if (!filters.zero(i)) {
+          reduceValue = reduceRemove(reduceValue, data[i], false);
+        }
+      }
     }
 
-    function filterIndexFunction(f) {
+    // Reduces the specified selected or deselected records.
+    function update(filterOne, filterOffset, added, removed, notFilter) {
       var i,
           k,
-          x,
-          added = [],
-          removed = [];
+          n;
 
-      for (i = 0; i < n; ++i) {
-        if (!(filters[k = index[i]] & one) ^ !!(x = f(values[i], i))) {
-          if (x) filters[k] &= zero, added.push(k);
-          else filters[k] |= one, removed.push(k);
+      if (resetNeeded) return;
+
+      // Add the added values.
+      for (i = 0, n = added.length; i < n; ++i) {
+        if (filters.zero(k = added[i])) {
+          reduceValue = reduceAdd(reduceValue, data[k], notFilter);
+        }
+      }
+
+      // Remove the removed values.
+      for (i = 0, n = removed.length; i < n; ++i) {
+        if (filters.only(k = removed[i], filterOffset, filterOne)) {
+          reduceValue = reduceRemove(reduceValue, data[k], notFilter);
         }
       }
-      filterListeners.forEach(function(l) { l(one, added, removed); });
     }
 
-    // Returns the top K selected records based on this dimension's order.
-    // Note: observes this dimension's filter, unlike group and groupAll.
-    function top(k) {
-      var array = [],
-          i = hi0,
-          j;
+    // Recomputes the group reduce value from scratch.
+    function reset() {
+      var i;
 
-      while (--i >= lo0 && k > 0) {
-        if (!filters[j = index[i]]) {
-          array.push(data[j]);
-          --k;
+      reduceValue = reduceInitial();
+
+      // Cycle through all the values.
+      for (i = 0; i < n; ++i) {
+
+        // Add all values all the time.
+        reduceValue = reduceAdd(reduceValue, data[i], true);
+
+        // Remove the value if it is filtered.
+        if (!filters.zero(i)) {
+          reduceValue = reduceRemove(reduceValue, data[i], false);
         }
       }
+    }
 
-      return array;
+    // Sets the reduce behavior for this group to use the specified functions.
+    // This method lazily recomputes the reduce value, waiting until needed.
+    function reduce(add, remove, initial) {
+      reduceAdd = add;
+      reduceRemove = remove;
+      reduceInitial = initial;
+      resetNeeded = true;
+      return group;
     }
 
-    // Returns the bottom K selected records based on this dimension's order.
-    // Note: observes this dimension's filter, unlike group and groupAll.
-    function bottom(k) {
-      var array = [],
-          i = lo0,
-          j;
+    // A convenience method for reducing by count.
+    function reduceCount() {
+      return reduce(xfilterReduce.reduceIncrement, xfilterReduce.reduceDecrement, crossfilter_zero);
+    }
 
-      while (i < hi0 && k > 0) {
-        if (!filters[j = index[i]]) {
-          array.push(data[j]);
-          --k;
-        }
-        i++;
-      }
+    // A convenience method for reducing by sum(value).
+    function reduceSum(value) {
+      return reduce(xfilterReduce.reduceAdd(value), xfilterReduce.reduceSubtract(value), crossfilter_zero);
+    }
 
-      return array;
+    // Returns the computed reduce value.
+    function value() {
+      if (resetNeeded) reset(), resetNeeded = false;
+      return reduceValue;
     }
 
-    // Adds a new group to this dimension, using the specified key function.
-    function group(key) {
-      var group = {
-        top: top,
-        all: all,
-        reduce: reduce,
-        reduceCount: reduceCount,
-        reduceSum: reduceSum,
-        order: order,
-        orderNatural: orderNatural,
-        size: size,
-        dispose: dispose,
-        remove: dispose // for backwards-compatibility
-      };
+    // Removes this group and associated event listeners.
+    function dispose() {
+      var i = filterListeners.indexOf(update);
+      if (i >= 0) filterListeners.splice(i, 1);
+      i = dataListeners.indexOf(add);
+      if (i >= 0) dataListeners.splice(i, 1);
+      return group;
+    }
 
-      // Ensure that this group will be removed when the dimension is removed.
-      dimensionGroups.push(group);
+    return reduceCount();
+  }
 
-      var groups, // array of {key, value}
-          groupIndex, // object id ↦ group id
-          groupWidth = 8,
-          groupCapacity = crossfilter_capacity(groupWidth),
-          k = 0, // cardinality
-          select,
-          heap,
-          reduceAdd,
-          reduceRemove,
-          reduceInitial,
-          update = crossfilter_null,
-          reset = crossfilter_null,
-          resetNeeded = true,
-          groupAll = key === crossfilter_null;
+  // Returns the number of records in this crossfilter, irrespective of any filters.
+  function size() {
+    return n;
+  }
 
-      if (arguments.length < 1) key = crossfilter_identity;
+  // Returns the raw row data contained in this crossfilter
+  function all(){
+    return data;
+  }
 
-      // The group listens to the crossfilter for when any dimension changes, so
-      // that it can update the associated reduce values. It must also listen to
-      // the parent dimension for when data is added, and compute new keys.
-      filterListeners.push(update);
-      indexListeners.push(add);
-      removeDataListeners.push(removeData);
+  // Returns row data with all dimension filters applied, except for filters in ignore_dimensions
+  function allFiltered(ignore_dimensions) {
+    var array = [],
+        i = 0,
+        mask = maskForDimensions(ignore_dimensions || []);
 
-      // Incorporate any existing data into the grouping.
-      add(values, index, 0, n);
+      for (i = 0; i < n; i++) {
+        if (filters.zeroExceptMask(i, mask)) {
+          array.push(data[i]);
+        }
+      }
 
-      // Incorporates the specified new values into this group.
-      // This function is responsible for updating groups and groupIndex.
-      function add(newValues, newIndex, n0, n1) {
-        var oldGroups = groups,
-            reIndex = crossfilter_index(k, groupCapacity),
-            add = reduceAdd,
-            initial = reduceInitial,
-            k0 = k, // old cardinality
-            i0 = 0, // index of old group
-            i1 = 0, // index of new record
-            j, // object id
-            g0, // old group
-            x0, // old key
-            x1, // new key
-            g, // group to add
-            x; // key of group to add
+      return array;
+  }
 
-        // If a reset is needed, we don't need to update the reduce values.
-        if (resetNeeded) add = initial = crossfilter_null;
+  function onChange(cb){
+    if(typeof cb !== 'function'){
+      /* eslint no-console: 0 */
+      console.warn('onChange callback parameter must be a function!');
+      return;
+    }
+    callbacks.push(cb);
+    return function(){
+      callbacks.splice(callbacks.indexOf(cb), 1);
+    };
+  }
 
-        // Reset the new groups (k is a lower bound).
-        // Also, make sure that groupIndex exists and is long enough.
-        groups = new Array(k), k = 0;
-        groupIndex = k0 > 1 ? crossfilter_arrayLengthen(groupIndex, n) : crossfilter_index(n, groupCapacity);
+  function triggerOnChange(eventName){
+    for (var i = 0; i < callbacks.length; i++) {
+      callbacks[i](eventName);
+    }
+  }
 
-        // Get the first old key (x0 of g0), if it exists.
-        if (k0) x0 = (g0 = oldGroups[0]).key;
+  return arguments.length
+      ? add(arguments[0])
+      : crossfilter;
+}
 
-        // Find the first new key (x1), skipping NaN keys.
-        while (i1 < n1 && !((x1 = key(newValues[i1])) >= x1)) ++i1;
+// Returns an array of size n, big enough to store ids up to m.
+function crossfilter_index(n, m) {
+  return (m < 0x101
+      ? xfilterArray.array8 : m < 0x10001
+      ? xfilterArray.array16
+      : xfilterArray.array32)(n);
+}
 
-        // While new keys remain…
-        while (i1 < n1) {
+// Constructs a new array of size n, with sequential values from 0 to n - 1.
+function crossfilter_range(n) {
+  var range = crossfilter_index(n, n);
+  for (var i = -1; ++i < n;) range[i] = i;
+  return range;
+}
 
-          // Determine the lesser of the two current keys; new and old.
-          // If there are no old keys remaining, then always add the new key.
-          if (g0 && x0 <= x1) {
-            g = g0, x = x0;
+function crossfilter_capacity(w) {
+  return w === 8
+      ? 0x100 : w === 16
+      ? 0x10000
+      : 0x100000000;
+}
 
-            // Record the new index of the old group.
-            reIndex[i0] = k;
+},{"./../package.json":3,"./array":4,"./bisect":5,"./filter":7,"./heap":8,"./heapselect":9,"./identity":10,"./insertionsort":11,"./null":12,"./permute":13,"./quicksort":14,"./reduce":15,"./zero":16,"lodash.result":2}],7:[function(require,module,exports){
+'use strict';
 
-            // Retrieve the next old key.
-            if (g0 = oldGroups[++i0]) x0 = g0.key;
-          } else {
-            g = {key: x1, value: initial()}, x = x1;
-          }
+function crossfilter_filterExact(bisect, value) {
+  return function(values) {
+    var n = values.length;
+    return [bisect.left(values, value, 0, n), bisect.right(values, value, 0, n)];
+  };
+}
 
-          // Add the lesser group.
-          groups[k] = g;
+function crossfilter_filterRange(bisect, range) {
+  var min = range[0],
+      max = range[1];
+  return function(values) {
+    var n = values.length;
+    return [bisect.left(values, min, 0, n), bisect.left(values, max, 0, n)];
+  };
+}
 
-          // Add any selected records belonging to the added group, while
-          // advancing the new key and populating the associated group index.
-          while (!(x1 > x)) {
-            groupIndex[j = newIndex[i1] + n0] = k;
-            if (!(filters[j] & zero)) g.value = add(g.value, data[j]);
-            if (++i1 >= n1) break;
-            x1 = key(newValues[i1]);
-          }
+function crossfilter_filterAll(values) {
+  return [0, values.length];
+}
 
-          groupIncrement();
-        }
+module.exports = {
+  filterExact: crossfilter_filterExact,
+  filterRange: crossfilter_filterRange,
+  filterAll: crossfilter_filterAll
+};
 
-        // Add any remaining old groups that were greater than all new keys.
-        // No incremental reduce is needed; these groups have no new records.
-        // Also record the new index of the old group.
-        while (i0 < k0) {
-          groups[reIndex[i0] = k] = oldGroups[i0++];
-          groupIncrement();
-        }
+},{}],8:[function(require,module,exports){
+'use strict';
 
-        // If we added any new groups before any old groups,
-        // update the group index of all the old records.
-        if (k > i0) for (i0 = 0; i0 < n0; ++i0) {
-          groupIndex[i0] = reIndex[groupIndex[i0]];
-        }
+var crossfilter_identity = require('./identity');
 
-        // Modify the update and reset behavior based on the cardinality.
-        // If the cardinality is less than or equal to one, then the groupIndex
-        // is not needed. If the cardinality is zero, then there are no records
-        // and therefore no groups to update or reset. Note that we also must
-        // change the registered listener to point to the new method.
-        j = filterListeners.indexOf(update);
-        if (k > 1) {
-          update = updateMany;
-          reset = resetMany;
-        } else {
-          if (!k && groupAll) {
-            k = 1;
-            groups = [{key: null, value: initial()}];
-          }
-          if (k === 1) {
-            update = updateOne;
-            reset = resetOne;
-          } else {
-            update = crossfilter_null;
-            reset = crossfilter_null;
-          }
-          groupIndex = null;
-        }
-        filterListeners[j] = update;
+function heap_by(f) {
 
-        // Count the number of added groups,
-        // and widen the group index as needed.
-        function groupIncrement() {
-          if (++k === groupCapacity) {
-            reIndex = crossfilter_arrayWiden(reIndex, groupWidth <<= 1);
-            groupIndex = crossfilter_arrayWiden(groupIndex, groupWidth);
-            groupCapacity = crossfilter_capacity(groupWidth);
-          }
-        }
-      }
+  // Builds a binary heap within the specified array a[lo:hi]. The heap has the
+  // property such that the parent a[lo+i] is always less than or equal to its
+  // two children: a[lo+2*i+1] and a[lo+2*i+2].
+  function heap(a, lo, hi) {
+    var n = hi - lo,
+        i = (n >>> 1) + 1;
+    while (--i > 0) sift(a, i, n, lo);
+    return a;
+  }
 
-      function removeData() {
-        if (k > 1) {
-          var oldK = k,
-              oldGroups = groups,
-              seenGroups = crossfilter_index(oldK, oldK);
+  // Sorts the specified array a[lo:hi] in descending order, assuming it is
+  // already a heap.
+  function sort(a, lo, hi) {
+    var n = hi - lo,
+        t;
+    while (--n > 0) t = a[lo], a[lo] = a[lo + n], a[lo + n] = t, sift(a, 1, n, lo);
+    return a;
+  }
 
-          // Filter out non-matches by copying matching group index entries to
-          // the beginning of the array.
-          for (var i = 0, j = 0; i < n; ++i) {
-            if (filters[i]) {
-              seenGroups[groupIndex[j] = groupIndex[i]] = 1;
-              ++j;
-            }
-          }
+  // Sifts the element a[lo+i-1] down the heap, where the heap is the contiguous
+  // slice of array a[lo:lo+n]. This method can also be used to update the heap
+  // incrementally, without incurring the full cost of reconstructing the heap.
+  function sift(a, i, n, lo) {
+    var d = a[--lo + i],
+        x = f(d),
+        child;
+    while ((child = i << 1) <= n) {
+      if (child < n && f(a[lo + child]) > f(a[lo + child + 1])) child++;
+      if (x <= f(a[lo + child])) break;
+      a[lo + i] = a[lo + child];
+      i = child;
+    }
+    a[lo + i] = d;
+  }
 
-          // Reassemble groups including only those groups that were referred
-          // to by matching group index entries.  Note the new group index in
-          // seenGroups.
-          groups = [], k = 0;
-          for (i = 0; i < oldK; ++i) {
-            if (seenGroups[i]) {
-              seenGroups[i] = k++;
-              groups.push(oldGroups[i]);
-            }
-          }
+  heap.sort = sort;
+  return heap;
+}
 
-          if (k > 1) {
-            // Reindex the group index using seenGroups to find the new index.
-            for (var i = 0; i < j; ++i) groupIndex[i] = seenGroups[groupIndex[i]];
-          } else {
-            groupIndex = null;
-          }
-          filterListeners[filterListeners.indexOf(update)] = k > 1
-              ? (reset = resetMany, update = updateMany)
-              : k === 1 ? (reset = resetOne, update = updateOne)
-              : reset = update = crossfilter_null;
-        } else if (k === 1) {
-          if (groupAll) return;
-          for (var i = 0; i < n; ++i) if (filters[i]) return;
-          groups = [], k = 0;
-          filterListeners[filterListeners.indexOf(update)] =
-          update = reset = crossfilter_null;
-        }
-      }
+module.exports = heap_by(crossfilter_identity);
+module.exports.by = heap_by;
 
-      // Reduces the specified selected or deselected records.
-      // This function is only used when the cardinality is greater than 1.
-      function updateMany(filterOne, added, removed) {
-        if (filterOne === one || resetNeeded) return;
+},{"./identity":10}],9:[function(require,module,exports){
+'use strict';
 
-        var i,
-            k,
-            n,
-            g;
+var crossfilter_identity = require('./identity');
+var xFilterHeap = require('./heap');
 
-        // Add the added values.
-        for (i = 0, n = added.length; i < n; ++i) {
-          if (!(filters[k = added[i]] & zero)) {
-            g = groups[groupIndex[k]];
-            g.value = reduceAdd(g.value, data[k]);
-          }
+function heapselect_by(f) {
+  var heap = xFilterHeap.by(f);
+
+  // Returns a new array containing the top k elements in the array a[lo:hi].
+  // The returned array is not sorted, but maintains the heap property. If k is
+  // greater than hi - lo, then fewer than k elements will be returned. The
+  // order of elements in a is unchanged by this operation.
+  function heapselect(a, lo, hi, k) {
+    var queue = new Array(k = Math.min(hi - lo, k)),
+        min,
+        i,
+        d;
+
+    for (i = 0; i < k; ++i) queue[i] = a[lo++];
+    heap(queue, 0, k);
+
+    if (lo < hi) {
+      min = f(queue[0]);
+      do {
+        if (f(d = a[lo]) > min) {
+          queue[0] = d;
+          min = f(heap(queue, 0, k)[0]);
         }
+      } while (++lo < hi);
+    }
 
-        // Remove the removed values.
-        for (i = 0, n = removed.length; i < n; ++i) {
-          if ((filters[k = removed[i]] & zero) === filterOne) {
-            g = groups[groupIndex[k]];
-            g.value = reduceRemove(g.value, data[k]);
-          }
-        }
-      }
+    return queue;
+  }
 
-      // Reduces the specified selected or deselected records.
-      // This function is only used when the cardinality is 1.
-      function updateOne(filterOne, added, removed) {
-        if (filterOne === one || resetNeeded) return;
+  return heapselect;
+}
 
-        var i,
-            k,
-            n,
-            g = groups[0];
+module.exports = heapselect_by(crossfilter_identity);
+module.exports.by = heapselect_by; // assign the raw function to the export as well
 
-        // Add the added values.
-        for (i = 0, n = added.length; i < n; ++i) {
-          if (!(filters[k = added[i]] & zero)) {
-            g.value = reduceAdd(g.value, data[k]);
-          }
-        }
+},{"./heap":8,"./identity":10}],10:[function(require,module,exports){
+'use strict';
 
-        // Remove the removed values.
-        for (i = 0, n = removed.length; i < n; ++i) {
-          if ((filters[k = removed[i]] & zero) === filterOne) {
-            g.value = reduceRemove(g.value, data[k]);
-          }
-        }
-      }
+function crossfilter_identity(d) {
+  return d;
+}
 
-      // Recomputes the group reduce values from scratch.
-      // This function is only used when the cardinality is greater than 1.
-      function resetMany() {
-        var i,
-            g;
+module.exports = crossfilter_identity;
 
-        // Reset all group values.
-        for (i = 0; i < k; ++i) {
-          groups[i].value = reduceInitial();
-        }
+},{}],11:[function(require,module,exports){
+'use strict';
 
-        // Add any selected records.
-        for (i = 0; i < n; ++i) {
-          if (!(filters[i] & zero)) {
-            g = groups[groupIndex[i]];
-            g.value = reduceAdd(g.value, data[i]);
-          }
-        }
+var crossfilter_identity = require('./identity');
+
+function insertionsort_by(f) {
+
+  function insertionsort(a, lo, hi) {
+    for (var i = lo + 1; i < hi; ++i) {
+      for (var j = i, t = a[i], x = f(t); j > lo && f(a[j - 1]) > x; --j) {
+        a[j] = a[j - 1];
       }
+      a[j] = t;
+    }
+    return a;
+  }
 
-      // Recomputes the group reduce values from scratch.
-      // This function is only used when the cardinality is 1.
-      function resetOne() {
-        var i,
-            g = groups[0];
+  return insertionsort;
+}
 
-        // Reset the singleton group values.
-        g.value = reduceInitial();
+module.exports = insertionsort_by(crossfilter_identity);
+module.exports.by = insertionsort_by;
 
-        // Add any selected records.
-        for (i = 0; i < n; ++i) {
-          if (!(filters[i] & zero)) {
-            g.value = reduceAdd(g.value, data[i]);
-          }
-        }
-      }
+},{"./identity":10}],12:[function(require,module,exports){
+'use strict';
 
-      // Returns the array of group values, in the dimension's natural order.
-      function all() {
-        if (resetNeeded) reset(), resetNeeded = false;
-        return groups;
-      }
+function crossfilter_null() {
+  return null;
+}
 
-      // Returns a new array containing the top K group values, in reduce order.
-      function top(k) {
-        var top = select(all(), 0, groups.length, k);
-        return heap.sort(top, 0, top.length);
-      }
+module.exports = crossfilter_null;
 
-      // Sets the reduce behavior for this group to use the specified functions.
-      // This method lazily recomputes the reduce values, waiting until needed.
-      function reduce(add, remove, initial) {
-        reduceAdd = add;
-        reduceRemove = remove;
-        reduceInitial = initial;
-        resetNeeded = true;
-        return group;
-      }
+},{}],13:[function(require,module,exports){
+'use strict';
 
-      // A convenience method for reducing by count.
-      function reduceCount() {
-        return reduce(crossfilter_reduceIncrement, crossfilter_reduceDecrement, crossfilter_zero);
-      }
+function permute(array, index, deep) {
+  for (var i = 0, n = index.length, copy = deep ? JSON.parse(JSON.stringify(array)) : new Array(n); i < n; ++i) {
+    copy[i] = array[index[i]];
+  }
+  return copy;
+}
 
-      // A convenience method for reducing by sum(value).
-      function reduceSum(value) {
-        return reduce(crossfilter_reduceAdd(value), crossfilter_reduceSubtract(value), crossfilter_zero);
-      }
+module.exports = permute;
 
-      // Sets the reduce order, using the specified accessor.
-      function order(value) {
-        select = heapselect_by(valueOf);
-        heap = heap_by(valueOf);
-        function valueOf(d) { return value(d.value); }
-        return group;
-      }
+},{}],14:[function(require,module,exports){
+var crossfilter_identity = require('./identity');
+var xFilterInsertionsort = require('./insertionsort');
 
-      // A convenience method for natural ordering by reduce value.
-      function orderNatural() {
-        return order(crossfilter_identity);
-      }
+// Algorithm designed by Vladimir Yaroslavskiy.
+// Implementation based on the Dart project; see NOTICE and AUTHORS for details.
 
-      // Returns the cardinality of this group, irrespective of any filters.
-      function size() {
-        return k;
-      }
+function quicksort_by(f) {
+  var insertionsort = xFilterInsertionsort.by(f);
 
-      // Removes this group and associated event listeners.
-      function dispose() {
-        var i = filterListeners.indexOf(update);
-        if (i >= 0) filterListeners.splice(i, 1);
-        i = indexListeners.indexOf(add);
-        if (i >= 0) indexListeners.splice(i, 1);
-        i = removeDataListeners.indexOf(removeData);
-        if (i >= 0) removeDataListeners.splice(i, 1);
-        return group;
-      }
+  function sort(a, lo, hi) {
+    return (hi - lo < quicksort_sizeThreshold
+        ? insertionsort
+        : quicksort)(a, lo, hi);
+  }
 
-      return reduceCount().orderNatural();
-    }
+  function quicksort(a, lo, hi) {
+    // Compute the two pivots by looking at 5 elements.
+    var sixth = (hi - lo) / 6 | 0,
+        i1 = lo + sixth,
+        i5 = hi - 1 - sixth,
+        i3 = lo + hi - 1 >> 1,  // The midpoint.
+        i2 = i3 - sixth,
+        i4 = i3 + sixth;
 
-    // A convenience function for generating a singleton group.
-    function groupAll() {
-      var g = group(crossfilter_null), all = g.all;
-      delete g.all;
-      delete g.top;
-      delete g.order;
-      delete g.orderNatural;
-      delete g.size;
-      g.value = function() { return all()[0].value; };
-      return g;
-    }
+    var e1 = a[i1], x1 = f(e1),
+        e2 = a[i2], x2 = f(e2),
+        e3 = a[i3], x3 = f(e3),
+        e4 = a[i4], x4 = f(e4),
+        e5 = a[i5], x5 = f(e5);
 
-    // Removes this dimension and associated groups and event listeners.
-    function dispose() {
-      dimensionGroups.forEach(function(group) { group.dispose(); });
-      var i = dataListeners.indexOf(preAdd);
-      if (i >= 0) dataListeners.splice(i, 1);
-      i = dataListeners.indexOf(postAdd);
-      if (i >= 0) dataListeners.splice(i, 1);
-      i = removeDataListeners.indexOf(removeData);
-      if (i >= 0) removeDataListeners.splice(i, 1);
-      m &= zero;
-      return filterAll();
-    }
+    var t;
 
-    return dimension;
-  }
+    // Sort the selected 5 elements using a sorting network.
+    if (x1 > x2) t = e1, e1 = e2, e2 = t, t = x1, x1 = x2, x2 = t;
+    if (x4 > x5) t = e4, e4 = e5, e5 = t, t = x4, x4 = x5, x5 = t;
+    if (x1 > x3) t = e1, e1 = e3, e3 = t, t = x1, x1 = x3, x3 = t;
+    if (x2 > x3) t = e2, e2 = e3, e3 = t, t = x2, x2 = x3, x3 = t;
+    if (x1 > x4) t = e1, e1 = e4, e4 = t, t = x1, x1 = x4, x4 = t;
+    if (x3 > x4) t = e3, e3 = e4, e4 = t, t = x3, x3 = x4, x4 = t;
+    if (x2 > x5) t = e2, e2 = e5, e5 = t, t = x2, x2 = x5, x5 = t;
+    if (x2 > x3) t = e2, e2 = e3, e3 = t, t = x2, x2 = x3, x3 = t;
+    if (x4 > x5) t = e4, e4 = e5, e5 = t, t = x4, x4 = x5, x5 = t;
 
-  // A convenience method for groupAll on a dummy dimension.
-  // This implementation can be optimized since it always has cardinality 1.
-  function groupAll() {
-    var group = {
-      reduce: reduce,
-      reduceCount: reduceCount,
-      reduceSum: reduceSum,
-      value: value,
-      dispose: dispose,
-      remove: dispose // for backwards-compatibility
-    };
+    var pivot1 = e2, pivotValue1 = x2,
+        pivot2 = e4, pivotValue2 = x4;
 
-    var reduceValue,
-        reduceAdd,
-        reduceRemove,
-        reduceInitial,
-        resetNeeded = true;
+    // e2 and e4 have been saved in the pivot variables. They will be written
+    // back, once the partitioning is finished.
+    a[i1] = e1;
+    a[i2] = a[lo];
+    a[i3] = e3;
+    a[i4] = a[hi - 1];
+    a[i5] = e5;
 
-    // The group listens to the crossfilter for when any dimension changes, so
-    // that it can update the reduce value. It must also listen to the parent
-    // dimension for when data is added.
-    filterListeners.push(update);
-    dataListeners.push(add);
+    var less = lo + 1,   // First element in the middle partition.
+        great = hi - 2;  // Last element in the middle partition.
 
-    // For consistency; actually a no-op since resetNeeded is true.
-    add(data, 0, n);
+    // Note that for value comparison, <, <=, >= and > coerce to a primitive via
+    // Object.prototype.valueOf; == and === do not, so in order to be consistent
+    // with natural order (such as for Date objects), we must do two compares.
+    var pivotsEqual = pivotValue1 <= pivotValue2 && pivotValue1 >= pivotValue2;
+    if (pivotsEqual) {
 
-    // Incorporates the specified new values into this group.
-    function add(newData, n0) {
-      var i;
+      // Degenerated case where the partitioning becomes a dutch national flag
+      // problem.
+      //
+      // [ |  < pivot  | == pivot | unpartitioned | > pivot  | ]
+      //  ^             ^          ^             ^            ^
+      // left         less         k           great         right
+      //
+      // a[left] and a[right] are undefined and are filled after the
+      // partitioning.
+      //
+      // Invariants:
+      //   1) for x in ]left, less[ : x < pivot.
+      //   2) for x in [less, k[ : x == pivot.
+      //   3) for x in ]great, right[ : x > pivot.
+      for (var k = less; k <= great; ++k) {
+        var ek = a[k], xk = f(ek);
+        if (xk < pivotValue1) {
+          if (k !== less) {
+            a[k] = a[less];
+            a[less] = ek;
+          }
+          ++less;
+        } else if (xk > pivotValue1) {
 
-      if (resetNeeded) return;
+          // Find the first element <= pivot in the range [k - 1, great] and
+          // put [:ek:] there. We know that such an element must exist:
+          // When k == less, then el3 (which is equal to pivot) lies in the
+          // interval. Otherwise a[k - 1] == pivot and the search stops at k-1.
+          // Note that in the latter case invariant 2 will be violated for a
+          // short amount of time. The invariant will be restored when the
+          // pivots are put into their final positions.
+          /* eslint no-constant-condition: 0 */
+          while (true) {
+            var greatValue = f(a[great]);
+            if (greatValue > pivotValue1) {
+              great--;
+              // This is the only location in the while-loop where a new
+              // iteration is started.
+              continue;
+            } else if (greatValue < pivotValue1) {
+              // Triple exchange.
+              a[k] = a[less];
+              a[less++] = a[great];
+              a[great--] = ek;
+              break;
+            } else {
+              a[k] = a[great];
+              a[great--] = ek;
+              // Note: if great < k then we will exit the outer loop and fix
+              // invariant 2 (which we just violated).
+              break;
+            }
+          }
+        }
+      }
+    } else {
 
-      // Add the added values.
-      for (i = n0; i < n; ++i) {
-        if (!filters[i]) {
-          reduceValue = reduceAdd(reduceValue, data[i]);
+      // We partition the list into three parts:
+      //  1. < pivot1
+      //  2. >= pivot1 && <= pivot2
+      //  3. > pivot2
+      //
+      // During the loop we have:
+      // [ | < pivot1 | >= pivot1 && <= pivot2 | unpartitioned  | > pivot2  | ]
+      //  ^            ^                        ^              ^             ^
+      // left         less                     k              great        right
+      //
+      // a[left] and a[right] are undefined and are filled after the
+      // partitioning.
+      //
+      // Invariants:
+      //   1. for x in ]left, less[ : x < pivot1
+      //   2. for x in [less, k[ : pivot1 <= x && x <= pivot2
+      //   3. for x in ]great, right[ : x > pivot2
+      (function () { // isolate scope
+      for (var k = less; k <= great; k++) {
+        var ek = a[k], xk = f(ek);
+        if (xk < pivotValue1) {
+          if (k !== less) {
+            a[k] = a[less];
+            a[less] = ek;
+          }
+          ++less;
+        } else {
+          if (xk > pivotValue2) {
+            while (true) {
+              var greatValue = f(a[great]);
+              if (greatValue > pivotValue2) {
+                great--;
+                if (great < k) break;
+                // This is the only location inside the loop where a new
+                // iteration is started.
+                continue;
+              } else {
+                // a[great] <= pivot2.
+                if (greatValue < pivotValue1) {
+                  // Triple exchange.
+                  a[k] = a[less];
+                  a[less++] = a[great];
+                  a[great--] = ek;
+                } else {
+                  // a[great] >= pivot1.
+                  a[k] = a[great];
+                  a[great--] = ek;
+                }
+                break;
+              }
+            }
+          }
         }
       }
+      })(); // isolate scope
     }
 
-    // Reduces the specified selected or deselected records.
-    function update(filterOne, added, removed) {
-      var i,
-          k,
-          n;
+    // Move pivots into their final positions.
+    // We shrunk the list from both sides (a[left] and a[right] have
+    // meaningless values in them) and now we move elements from the first
+    // and third partition into these locations so that we can store the
+    // pivots.
+    a[lo] = a[less - 1];
+    a[less - 1] = pivot1;
+    a[hi - 1] = a[great + 1];
+    a[great + 1] = pivot2;
 
-      if (resetNeeded) return;
+    // The list is now partitioned into three partitions:
+    // [ < pivot1   | >= pivot1 && <= pivot2   |  > pivot2   ]
+    //  ^            ^                        ^             ^
+    // left         less                     great        right
 
-      // Add the added values.
-      for (i = 0, n = added.length; i < n; ++i) {
-        if (!filters[k = added[i]]) {
-          reduceValue = reduceAdd(reduceValue, data[k]);
-        }
-      }
+    // Recursive descent. (Don't include the pivot values.)
+    sort(a, lo, less - 1);
+    sort(a, great + 2, hi);
 
-      // Remove the removed values.
-      for (i = 0, n = removed.length; i < n; ++i) {
-        if (filters[k = removed[i]] === filterOne) {
-          reduceValue = reduceRemove(reduceValue, data[k]);
-        }
-      }
+    if (pivotsEqual) {
+      // All elements in the second partition are equal to the pivot. No
+      // need to sort them.
+      return a;
     }
 
-    // Recomputes the group reduce value from scratch.
-    function reset() {
-      var i;
+    // In theory it should be enough to call _doSort recursively on the second
+    // partition.
+    // The Android source however removes the pivot elements from the recursive
+    // call if the second partition is too large (more than 2/3 of the list).
+    if (less < i1 && great > i5) {
 
-      reduceValue = reduceInitial();
+      (function () { // isolate scope
+      var lessValue, greatValue;
+      while ((lessValue = f(a[less])) <= pivotValue1 && lessValue >= pivotValue1) ++less;
+      while ((greatValue = f(a[great])) <= pivotValue2 && greatValue >= pivotValue2) --great;
 
-      for (i = 0; i < n; ++i) {
-        if (!filters[i]) {
-          reduceValue = reduceAdd(reduceValue, data[i]);
+      // Copy paste of the previous 3-way partitioning with adaptions.
+      //
+      // We partition the list into three parts:
+      //  1. == pivot1
+      //  2. > pivot1 && < pivot2
+      //  3. == pivot2
+      //
+      // During the loop we have:
+      // [ == pivot1 | > pivot1 && < pivot2 | unpartitioned  | == pivot2 ]
+      //              ^                      ^              ^
+      //            less                     k              great
+      //
+      // Invariants:
+      //   1. for x in [ *, less[ : x == pivot1
+      //   2. for x in [less, k[ : pivot1 < x && x < pivot2
+      //   3. for x in ]great, * ] : x == pivot2
+      for (var k = less; k <= great; k++) {
+        var ek = a[k], xk = f(ek);
+        if (xk <= pivotValue1 && xk >= pivotValue1) {
+          if (k !== less) {
+            a[k] = a[less];
+            a[less] = ek;
+          }
+          less++;
+        } else {
+          if (xk <= pivotValue2 && xk >= pivotValue2) {
+            /* eslint no-constant-condition: 0 */
+            while (true) {
+              greatValue = f(a[great]);
+              if (greatValue <= pivotValue2 && greatValue >= pivotValue2) {
+                great--;
+                if (great < k) break;
+                // This is the only location inside the loop where a new
+                // iteration is started.
+                continue;
+              } else {
+                // a[great] < pivot2.
+                if (greatValue < pivotValue1) {
+                  // Triple exchange.
+                  a[k] = a[less];
+                  a[less++] = a[great];
+                  a[great--] = ek;
+                } else {
+                  // a[great] == pivot1.
+                  a[k] = a[great];
+                  a[great--] = ek;
+                }
+                break;
+              }
+            }
+          }
         }
       }
-    }
+      })(); // isolate scope
 
-    // Sets the reduce behavior for this group to use the specified functions.
-    // This method lazily recomputes the reduce value, waiting until needed.
-    function reduce(add, remove, initial) {
-      reduceAdd = add;
-      reduceRemove = remove;
-      reduceInitial = initial;
-      resetNeeded = true;
-      return group;
     }
 
-    // A convenience method for reducing by count.
-    function reduceCount() {
-      return reduce(crossfilter_reduceIncrement, crossfilter_reduceDecrement, crossfilter_zero);
-    }
+    // The second partition has now been cleared of pivot elements and looks
+    // as follows:
+    // [  *  |  > pivot1 && < pivot2  | * ]
+    //        ^                      ^
+    //       less                  great
+    // Sort the second partition using recursive descent.
 
-    // A convenience method for reducing by sum(value).
-    function reduceSum(value) {
-      return reduce(crossfilter_reduceAdd(value), crossfilter_reduceSubtract(value), crossfilter_zero);
-    }
+    // The second partition looks as follows:
+    // [  *  |  >= pivot1 && <= pivot2  | * ]
+    //        ^                        ^
+    //       less                    great
+    // Simply sort it by recursive descent.
 
-    // Returns the computed reduce value.
-    function value() {
-      if (resetNeeded) reset(), resetNeeded = false;
-      return reduceValue;
-    }
+    return sort(a, less, great + 1);
+  }
 
-    // Removes this group and associated event listeners.
-    function dispose() {
-      var i = filterListeners.indexOf(update);
-      if (i >= 0) filterListeners.splice(i);
-      i = dataListeners.indexOf(add);
-      if (i >= 0) dataListeners.splice(i);
-      return group;
-    }
+  return sort;
+}
 
-    return reduceCount();
-  }
+var quicksort_sizeThreshold = 32;
 
-  // Returns the number of records in this crossfilter, irrespective of any filters.
-  function size() {
-    return n;
-  }
+module.exports = quicksort_by(crossfilter_identity);
+module.exports.by = quicksort_by;
 
-  return arguments.length
-      ? add(arguments[0])
-      : crossfilter;
+},{"./identity":10,"./insertionsort":11}],15:[function(require,module,exports){
+'use strict';
+
+function crossfilter_reduceIncrement(p) {
+  return p + 1;
 }
 
-// Returns an array of size n, big enough to store ids up to m.
-function crossfilter_index(n, m) {
-  return (m < 0x101
-      ? crossfilter_array8 : m < 0x10001
-      ? crossfilter_array16
-      : crossfilter_array32)(n);
+function crossfilter_reduceDecrement(p) {
+  return p - 1;
 }
 
-// Constructs a new array of size n, with sequential values from 0 to n - 1.
-function crossfilter_range(n) {
-  var range = crossfilter_index(n, n);
-  for (var i = -1; ++i < n;) range[i] = i;
-  return range;
+function crossfilter_reduceAdd(f) {
+  return function(p, v) {
+    return p + +f(v);
+  };
 }
 
-function crossfilter_capacity(w) {
-  return w === 8
-      ? 0x100 : w === 16
-      ? 0x10000
-      : 0x100000000;
+function crossfilter_reduceSubtract(f) {
+  return function(p, v) {
+    return p - f(v);
+  };
 }
-})(typeof exports !== 'undefined' && exports || this);
+
+module.exports = {
+  reduceIncrement: crossfilter_reduceIncrement,
+  reduceDecrement: crossfilter_reduceDecrement,
+  reduceAdd: crossfilter_reduceAdd,
+  reduceSubtract: crossfilter_reduceSubtract
+};
+
+},{}],16:[function(require,module,exports){
+'use strict';
+
+function crossfilter_zero() {
+  return 0;
+}
+
+module.exports = crossfilter_zero;
+
+},{}]},{},[1])(1)
+});
diff --git a/js/dc.min.js b/js/dc.min.js
index 7051060..56ef3f0 100644
--- a/js/dc.min.js
+++ b/js/dc.min.js
@@ -1,7 +1,7 @@
 /*!
- *  dc 2.1.9
+ *  dc 3.1.9
  *  http://dc-js.github.io/dc.js/
- *  Copyright 2012-2016 Nick Zhu & the dc.js Developers
+ *  Copyright 2012-2019 Nick Zhu & the dc.js Developers
  *  https://github.com/dc-js/dc.js/blob/master/AUTHORS
  *
  *  Licensed under the Apache License, Version 2.0 (the "License");
@@ -17,7 +17,5 @@
  *  limitations under the License.
  */
 
-!function(){function a(a,b){"use strict";var c={version:"2.1.9",constants:{CHART_CLASS:"dc-chart",DEBUG_GROUP_CLASS:"debug",STACK_CLASS:"stack",DESELECTED_CLASS:"deselected",SELECTED_CLASS:"selected",NODE_INDEX_NAME:"__index__",GROUP_INDEX_NAME:"__group_index__",DEFAULT_CHART_GROUP:"__default_chart_group__",EVENT_DELAY:40,NEGLIGIBLE_NUMBER:1e-10},_renderlet:null};c.chartRegistry=function(){function a(a){return a||(a=c.constants.DEFAULT_CHART_GROUP),b[a]||(b[a]=[]),a}var b={};return{has:function(a){for(var c in b)if(b[c].indexOf(a)>=0)return!0;return!1},register:function(c,d){d=a(d),b[d].push(c)},deregister:function(c,d){d=a(d);for(var e=0;e<b[d].length;e++)if(b[d][e].anchorName()===c.anchorName()){b[d].splice(e,1);break}},clear:function(a){a?delete b[a]:b={}},list:function(c){return c=a(c),b[c]}}}(),c.registerChart=function(a,b){c.chartRegistry.register(a,b)},c.deregisterChart=function(a,b){c.chartRegistry.deregister(a,b)},c.hasChart=function(a){return c.chartRegistry.has(a)},c.deregisterAllCharts=function(a){c.chartRegistry.clear(a)},c.filterAll=function(a){for(var b=c.chartRegistry.list(a),d=0;d<b.length;++d)b[d].filterAll()},c.refocusAll=function(a){for(var b=c.chartRegistry.list(a),d=0;d<b.length;++d)b[d].focus&&b[d].focus()},c.renderAll=function(a){for(var b=c.chartRegistry.list(a),d=0;d<b.length;++d)b[d].render();null!==c._renderlet&&c._renderlet(a)},c.redrawAll=function(a){for(var b=c.chartRegistry.list(a),d=0;d<b.length;++d)b[d].redraw();null!==c._renderlet&&c._renderlet(a)},c.disableTransitions=!1,c.transition=function(a,b,d,e){if(c.disableTransitions||b<=0)return a;var f=a.transition(e);return(b>=0||void 0!==b)&&(f=f.duration(b)),(d>=0||void 0!==d)&&(f=f.delay(d)),f},c.optionalTransition=function(a,b,d,e){return a?function(a){return c.transition(a,b,d,e)}:function(a){return a}},c.afterTransition=function(a,b){if(a.empty()||!a.duration)b.call(a);else{var c=0;a.each(function(){++c}).each("end",function(){--c||b.call(a)})}},c.units={},c.units.integers=function(a,b){return Math.abs(b-a)},c.units.ordinal=function(a,b,c){return c},c.units.fp={},c.units.fp.precision=function(a){var b=function(a,d){var e=Math.abs((d-a)/b.resolution);return c.utils.isNegligible(e-Math.floor(e))?Math.floor(e):Math.ceil(e)};return b.resolution=a,b},c.round={},c.round.floor=function(a){return Math.floor(a)},c.round.ceil=function(a){return Math.ceil(a)},c.round.round=function(a){return Math.round(a)},c.override=function(a,b,c){var d=a[b];a["_"+b]=d,a[b]=c},c.renderlet=function(a){return arguments.length?(c._renderlet=a,c):c._renderlet},c.instanceOfChart=function(a){return a instanceof Object&&a.__dcFlag__&&!0},c.errors={},c.errors.Exception=function(a){var b=a||"Unexpected internal error";this.message=b,this.toString=function(){return b},this.stack=(new 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e=+c/100;return b<0?b*(1+e):b*(1-e)}return b-c},c.utils.isNumber=function(a){return a===+a},c.utils.isFloat=function(a){return a===+a&&a!==(0|a)},c.utils.isInteger=function(a){return a===+a&&a===(0|a)},c.utils.isNegligible=function(a){return!c.utils.isNumber(a)||a<c.constants.NEGLIGIBLE_NUMBER&&a>-c.constants.NEGLIGIBLE_NUMBER},c.utils.clamp=function(a,b,c){return a<b?b:a>c?c:a};var d=0;return c.utils.uniqueId=function(){return++d},c.utils.nameToId=function(a){return a.toLowerCase().replace(/[\s]/g,"_").replace(/[\.']/g,"")},c.utils.appendOrSelect=function(a,b,c){c=c||b;var d=a.select(b);return d.empty()&&(d=a.append(c)),d},c.utils.safeNumber=function(a){return c.utils.isNumber(+a)?+a:0},c.logger={},c.logger.enableDebugLog=!1,c.logger.warn=function(a){return console&&(console.warn?console.warn(a):console.log&&console.log(a)),c.logger},c.logger.debug=function(a){return 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v=G?"outlierBold":"outlier",m=G?3:5,x=G?function(){return Math.floor(Math.random()*(w*F)+1+(w-w*F)/2)}:function(){return w/2},A=i.selectAll("circle."+v).data(u,Number);A.enter().insert("circle","text").attr("class",v).attr("r",m).attr("cx",x).attr("cy",function(t){return f(e[t])}).style("opacity",1e-6).transition().duration(S).delay(0).attr("cy",function(t){return d(e[t])}).style("opacity",.6),N&&(A.selectAll("title").remove(),A.append("title").text(function(t){return e[t]})),A.transition().duration(S).delay(0).attr("cx",x).attr("cy",function(t){return d(e[t])}).style("opacity",.6),A.exit().transition().duration(S).delay(0).attr("cy",0).style("opacity",1e-6).remove()}if(T){var b=i.selectAll("circle.data").data(s);b.enter().insert("circle","text").attr("class","data").attr("r",3).attr("cx",function(){return Math.floor(Math.random()*(w*F)+1+(w-w*F)/2)}).attr("cy",function(t){return f(e[t])}).style("opacity",1e-6).transition().duration(S).delay(0).attr("cy",function(t){return 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D=i.selectAll("text.whisker").data(c||[]);D.enter().append("text").attr("class","whisker").attr("dy",".3em").attr("dx",6).attr("x",w).attr("y",f).text(_).style("opacity",1e-6).transition().duration(S).delay(0).attr("y",d).style("opacity",1),D.transition().duration(S).delay(0).text(_).attr("x",w).attr("y",d).style("opacity",1),D.exit().transition().duration(S).delay(0).attr("y",d).style("opacity",1e-6).remove(),delete e.quartiles}}),nt.timerFlush()}return e.width=function(t){return arguments.length?(w=t,e):w},e.height=function(t){return arguments.length?(C=t,e):C},e.tickFormat=function(t){return arguments.length?(O=t,e):O},e.showOutliers=function(t){return arguments.length?(H=t,e):H},e.boldOutlier=function(t){return arguments.length?(G=t,e):G},e.renderDataPoints=function(t){return arguments.length?(T=t,e):T},e.renderTitle=function(t){return arguments.length?(N=t,e):N},e.dataOpacity=function(t){return arguments.length?(B=t,e):B},e.dataWidthPortion=function(t){return arguments.length?(F=t,e):F},e.duration=function(t){return arguments.length?(S=t,e):S},e.domain=function(t){return arguments.length?(E=null===t?t:"function"==typeof t?t:rt.utils.constant(t),e):E},e.value=function(t){return arguments.length?(L=t,e):L},e.whiskers=function(t){return arguments.length?(M=t,e):M},e.quartiles=function(t){return arguments.length?(R=t,e):R},e},rt.boxPlot=function(t,e){var o=rt.coordinateGridMixin({});var l=function(o){return function(t){for(var e=t.quartiles[0],n=t.quartiles[2],r=(n-e)*o,i=-1,a=t.length;t[++i]<e-r;);for(;t[--a]>n+r;);return[i,a]}}(1.5),c=nt.box(),u=null,s=!1,d=.3,f=.8,h=!0,g=!1,n=8,p=function(t,e){return o.isOrdinal()?o.x().bandwidth():t/(1+o.boxPadding())/e};o.x(nt.scaleBand()),o.xUnits(rt.units.ordinal),o.data(function(t){return t.all().map(function(e){return e.map=function(t){return t.call(e,e)},e}).filter(function(t){return 0!==o.valueAccessor()(t).length})}),o.boxPadding=o._rangeBandPadding,o.boxPadding(.8),o.outerPadding=o._outerRangeBandPadding,o.outerPadding(.5),o.boxWidth=function(t){return arguments.length?(p="function"==typeof t?t:rt.utils.constant(t),o):p};function y(t,e){return"translate("+o.x()(o.keyAccessor()(t,e))+", 0)"}function r(){return nt.min(o.data(),function(t){return nt.min(o.valueAccessor()(t))})}function i(){return nt.max(o.data(),function(t){return nt.max(o.valueAccessor()(t))})}function a(){return(i()-r())/o.effectiveHeight()}return o._preprocessData=function(){o.elasticX()&&o.x().domain([])},o.plotData=function(){var t=p(o.effectiveWidth(),o.xUnitCount());c.whiskers(l).width(t).height(o.effectiveHeight()).value(o.valueAccessor()).domain(o.y().domain()).duration(o.transitionDuration()).tickFormat(u).renderDataPoints(s).dataOpacity(d).dataWidthPortion(f).renderTitle(o.renderTitle()).showOutliers(h).boldOutlier(g);var e,n,r,i=o.chartBodyG().selectAll("g.box").data(o.data(),o.keyAccessor()),a=((n=(e=i).enter().append("g")).attr("class","box").attr("transform",y).call(c).on("click",function(t){o.filter(o.keyAccessor()(t)),o.redrawGroup()}),n.merge(e));r=a,rt.transition(r,o.transitionDuration(),o.transitionDelay()).attr("transform",y).call(c).each(function(t){var e=o.getColor(t,0);nt.select(this).select("rect.box").attr("fill",e),nt.select(this).selectAll("circle.data").attr("fill",e)}),i.exit().remove().call(c),o.fadeDeselectedArea(o.filter())},o.fadeDeselectedArea=function(t){if(o.hasFilter())if(o.isOrdinal())o.g().selectAll("g.box").each(function(t){o.isSelectedNode(t)?o.highlightSelected(this):o.fadeDeselected(this)});else{if(!o.brushOn()&&!o.parentBrushOn())return;var n=t[0],r=t[1],i=o.keyAccessor();o.g().selectAll("g.box").each(function(t){var e=i(t);e<n||r<=e?o.fadeDeselected(this):o.highlightSelected(this)})}else o.g().selectAll("g.box").each(function(){o.resetHighlight(this)})},o.isSelectedNode=function(t){return o.hasFilter(o.keyAccessor()(t))},o.yAxisMin=function(){var t=n*a();return rt.utils.subtract(r()-t,o.yAxisPadding())},o.yAxisMax=function(){var t=n*a();return rt.utils.add(i()+t,o.yAxisPadding())},o.tickFormat=function(t){return arguments.length?(u=t,o):u},o.yRangePadding=function(t){return arguments.length?(n=t,o):n},o.renderDataPoints=function(t){return arguments.length?(s=t,o):s},o.dataOpacity=function(t){return arguments.length?(d=t,o):d},o.dataWidthPortion=function(t){return arguments.length?(f=t,o):f},o.showOutliers=function(t){return arguments.length?(h=t,o):h},o.boldOutlier=function(t){return arguments.length?(g=t,o):g},o.anchor(t,e)},rt.selectMenu=function(t,e){var n,r="dc-select-option",i=rt.baseMixin({}),a="Select all",o=!1,l=null,c=null,u=function(t,e){return i.keyAccessor()(t)>i.keyAccessor()(e)?1:i.keyAccessor()(e)>i.keyAccessor()(t)?-1:0},s=function(t){return 0<i.valueAccessor()(t)};i.data(function(t){return t.all().filter(s)}),i._doRender=function(){return i.select("select").remove(),(n=i.root().append("select").classed("dc-select-menu",!0)).append("option").text(a).attr("value",""),i._doRedraw(),i};var d=window.navigator.userAgent;function f(t,e){var n,r=nt.event.target;r.selectedOptions?n=Array.prototype.slice.call(r.selectedOptions).map(function(t){return t.value}):n=[].slice.call(nt.event.target.options).filter(function(t){return t.selected}).map(function(t){return t.value});1===n.length&&""===n[0]?n=l||null:o||1!==n.length||(n=n[0]),i.onChange(n)}return 0<d.indexOf("Trident/")&&-1===d.indexOf("MSIE")&&(i.redraw=i.render),i._doRedraw=function(){var t;return function(){o?n.attr("multiple",!0):n.attr("multiple",null);null!==c?n.attr("size",c):n.attr("size",null)}(),(t=n.selectAll("option."+r).data(i.data(),function(t){return i.keyAccessor()(t)})).exit().remove(),t.enter().append("option").classed(r,!0).attr("value",function(t){return i.keyAccessor()(t)}).merge(t).text(i.title()),n.selectAll("option."+r).sort(u),n.on("change",f),i.hasFilter()&&o?n.selectAll("option").property("selected",function(t){return void 0!==t&&0<=i.filters().indexOf(String(i.keyAccessor()(t)))}):i.hasFilter()?n.property("value",i.filter()):n.property("value",""),i},i.onChange=function(t){t&&o?i.replaceFilter([t]):t?i.replaceFilter(t):i.filterAll(),rt.events.trigger(function(){i.redrawGroup()})},i.order=function(t){return arguments.length?(u=t,i):u},i.promptText=function(t){return arguments.length?(a=t,i):a},i.filterDisplayed=function(t){return arguments.length?(s=t,i):s},i.multiple=function(t){return arguments.length?(o=t,i):o},i.promptValue=function(t){return arguments.length?(l=t,i):l},i.numberVisible=function(t){return arguments.length?(c=t,i):c},i.size=rt.logger.deprecate(i.numberVisible,"selectMenu.size is ambiguous - use numberVisible instead"),i.anchor(t,e)},rt.textFilterWidget=function(t,e){var n=rt.baseMixin({}),r=function(t){return t.toLowerCase()},i=function(e){return e=r(e),function(t){return-1!==r(t).indexOf(e)}},a="search";return n.group(function(){throw"the group function on textFilterWidget should never be called, please report the issue"}),n._doRender=function(){return n.select("input").remove(),n.root().append("input").classed("dc-text-filter-input",!0).on("input",function(){n.dimension().filterFunction(i(this.value)),rt.events.trigger(function(){rt.redrawAll()},rt.constants.EVENT_DELAY)}),n._doRedraw(),n},n._doRedraw=function(){return n.root().selectAll("input").attr("placeholder",a),n},n.normalize=function(t){return arguments.length?(r=t,n):r},n.placeHolder=function(t){return arguments.length?(a=t,n):a},n.filterFunctionFactory=function(t){return arguments.length?(i=t,n):i},n.anchor(t,e)},rt.cboxMenu=function(t,e){var n,r="dc-cbox-item",i=rt.baseMixin({}),a="Select all",o=!1,l="radio",c=null,u=Math.floor(1e5*Math.random())+1,s=function(t,e){return i.keyAccessor()(t)>i.keyAccessor()(e)?1:i.keyAccessor()(e)>i.keyAccessor()(t)?-1:0},d=function(t){return 0<i.valueAccessor()(t)};function f(t,e){var n;nt.select(nt.event.target).datum()?(n=nt.select(this).selectAll("input").filter(function(t){if(t)return this.checked}).nodes().map(function(t){return t.value}),o||1!==n.length||(n=n[0])):n=c||null,i.onChange(n)}return i.data(function(t){return t.all().filter(d)}),i._doRender=function(){return i._doRedraw()},i._doRedraw=function(){return i.select("ul").remove(),n=i.root().append("ul").classed("dc-cbox-group",!0),function(){var t=n.selectAll("li."+r).data(i.data(),function(t){return i.keyAccessor()(t)});if(t.exit().remove(),(t=t.enter().append("li").classed(r,!0).merge(t)).append("input").attr("type",l).attr("value",function(t){return i.keyAccessor()(t)}).attr("name","domain_"+u).attr("id",function(t,e){return"input_"+u+"_"+e}),t.append("label").attr("for",function(t,e){return"input_"+u+"_"+e}).text(i.title()),o)n.append("li").append("input").attr("type","reset").text(a).on("click",f);else{var e=n.append("li");e.append("input").attr("type",l).attr("value",c).attr("name","domain_"+u).attr("id",function(t,e){return"input_"+u+"_all"}).property("checked",!0),e.append("label").attr("for",function(t,e){return"input_"+u+"_all"}).text(a)}n.selectAll("li."+r).sort(s),n.on("change",f)}(),i.hasFilter()&&o?n.selectAll("input").property("checked",function(t){return t&&0<=i.filters().indexOf(String(i.keyAccessor()(t)))||!1}):i.hasFilter()&&n.selectAll("input").property("checked",function(t){return!!t&&i.keyAccessor()(t)===i.filter()}),i},i.onChange=function(t){t&&o?i.replaceFilter([t]):t?i.replaceFilter(t):i.filterAll(),rt.events.trigger(function(){i.redrawGroup()})},i.order=function(t){return arguments.length?(s=t,i):s},i.promptText=function(t){return arguments.length?(a=t,i):a},i.filterDisplayed=function(t){return arguments.length?(d=t,i):d},i.multiple=function(t){return arguments.length?(l=(o=t)?"checkbox":"radio",i):o},i.promptValue=function(t){return arguments.length?(c=t,i):c},i.anchor(t,e)},rt.abstractBubbleChart=rt.bubbleMixin,rt.baseChart=rt.baseMixin,rt.capped=rt.capMixin,rt.colorChart=rt.colorMixin,rt.coordinateGridChart=rt.coordinateGridMixin,rt.marginable=rt.marginMixin,rt.stackableChart=rt.stackMixin,rt.d3=nt,rt.crossfilter=t,rt}if("function"==typeof define&&define.amd)define(["d3","crossfilter2"],t);else if("object"==typeof module&&module.exports){var e=require("d3"),n=require("crossfilter2");"function"!=typeof n&&(n=n.crossfilter),module.exports=t(e,n)}else this.dc=t(d3,crossfilter)}();
 //# sourceMappingURL=dc.min.js.map
\ No newline at end of file
diff --git a/process.py b/process.py
index 3eefc65..e708d3a 100755
--- a/process.py
+++ b/process.py
@@ -10,7 +10,7 @@
 import sys
 
 INPUT = 'grep.out'
-FROM_YEAR = 2008
+FROM_YEAR = 2004
 
 def read_data():
     with open(INPUT) as f_in:
@@ -167,12 +167,13 @@ def main():
         pipes = {'xia2', 'AutoPROC'}
         data_softs = {p[2] for p in entry if p[1] in
                               ['data processing', 'data reduction']} - pipes
+        data_softs -= {'SCALA', 'Aimless'}
         scal_softs = {p[2] for p in entry if p[1] == 'data scaling'} - pipes
         refi_softs = {p[2] for p in entry if p[1] == 'refinement'}
 
         if not data_softs:
             data_soft = '-'
-        elif data_softs <= {'XDS', 'autoXDS', 'XDS-package'}:
+        elif data_softs <= {'XDS', 'autoXDS', 'XDS-package', 'autoPROC', 'XSCALE'}:
             data_soft = 'XDS'
         elif data_softs <= {'DENZO', 'HKL-2000', 'HKL-3000', 'HKL'}:
             data_soft = 'HKL'
@@ -184,7 +185,7 @@ def main():
             data_soft = 'DIALS'
         else:
             data_soft = 'Other'
-            #print(data_softs)
+            #print('[reduction]', data_softs, file=sys.stderr)
 
         if not scal_softs:
             scal_soft = '-'
@@ -200,7 +201,7 @@ def main():
             scal_soft = 'd*TREK'
         else:
             scal_soft = 'Other'
-            #print(scal_softs)
+            #print('[scaling]', scal_softs, file=sys.stderr)
 
         if not refi_softs:
             refi = '-'
@@ -214,6 +215,7 @@ def main():
             refi = 'C'
         else:
             refi = '-'
+            #print('[refinement]', refi_softs, file=sys.stderr)
 
         first = entry[0]
 
diff --git a/residues.html b/residues.html
index 4e70f9a..99f7ec8 100644
--- a/residues.html
+++ b/residues.html
@@ -74,7 +74,7 @@ <h1>Chemical Components in the PDB</h1>
 </div>
 <script src="js/jquery-3.6.0.min.js"></script>
 <script src="js/datatables.min.js"></script>
-<script type="text/javascript">
+<script>
 "use strict";
 var file_count = 199766;
 var file_percent_mult = 100.0 / file_count;
diff --git a/tags.html b/tags.html
index c25f7bc..63846bd 100644
--- a/tags.html
+++ b/tags.html
@@ -155,7 +155,7 @@ <h2 id="ccd">Chemical Component Dictionary (CCD)</h2>
 <script src="js/d3-request.v1.min.js"></script>
 <script src="js/d3-selection.v1.min.js"></script>
 <script src="js/tablesort.min.js"></script>
-<script type="text/javascript">
+<script>
 "use strict";
 
 function tr_html(d) {
diff --git a/trends.html b/trends.html
index cc35dd3..bcfdd1e 100644
--- a/trends.html
+++ b/trends.html
@@ -18,6 +18,7 @@
           color: white; background: teal; }
 a.reset:hover { text-decoration: underline; }
 #subh { text-align:center; font-size:14px; color:#444; margin-top: 0; }
+#options { text-align:center; color:#444; margin-top: 0;}
 #footnote { font-size: 12px; text-align: center; color:#444; padding: 8px 0; }
 #chart-facility select { min-width: 180px; min-height: 440px; }
 #chart-facility { margin-right: 80px; margin-bottom: 10px; }
@@ -31,6 +32,12 @@ <h2>Trends in the PDB entries</h2>
 <p id="subh">
 A different presentation of the same data as on
 <a href="xray.html">the main page</a>.
+<br/>X axis:
+ <input type="radio" id="reldate" name="date" value="release"> release
+ <input type="radio" id="depdate" name="date" value="deposit"> deposition date
+&nbsp; &nbsp; &nbsp; Y axis:
+ <input type="radio" id="abs" name="absolute" value="y"> counts
+ <input type="radio" id="rel" name="absolute" value="n"> percentage
 <h1 id="loading">LOADING DATA...</h1>
 <div id="chart-facility" style="visibility: hidden;">
  <strong>Facility</strong>
@@ -55,7 +62,7 @@ <h1 id="loading">LOADING DATA...</h1>
    <div class="clearfix"></div>
  </div>
  <div id="chart-refinement">
-   <strong>Refinement Software</strong>
+   <strong>Refinement Software</strong> (before Servalcat)
    <div class="clearfix"></div>
  </div>
 </div>
@@ -65,11 +72,11 @@ <h1 id="loading">LOADING DATA...</h1>
  Source code and info...</a>
 </div>
 
-<script type="text/javascript" src="https://d3js.org/d3.v3.min.js"></script>
-<!--script type="text/javascript" src="js/d3.js"></script-->
-<script type="text/javascript" src="js/crossfilter.js"></script>
-<script type="text/javascript" src="js/dc.min.js"></script>
-<script type="text/javascript">
+<script src="https://d3js.org/d3.v4.min.js"></script>
+<!--script src="js/d3.v4.js"></script-->
+<script src="js/crossfilter.js"></script>
+<script src="js/dc.js"></script>
+<script>
 "use strict";
 
 var facility_chart = dc.selectMenu('#chart-facility');
@@ -79,23 +86,34 @@ <h1 id="loading">LOADING DATA...</h1>
 var solution_chart = dc.seriesChart('#chart-solution');
 var refinement_chart = dc.seriesChart('#chart-refinement');
 
-var YEARS = [2009, 2021.00];
-var DATE_FIELD = 9; // d[9] is release date
+
 var params = window.location.hash.substr(1).split('&');
 var PER_QUARTER = (params.indexOf('quarter') !== -1);
-var TIMESPAN = PER_QUARTER ? 'Quarter' : 'Year';
-var X_LABEL = 'Release ' + TIMESPAN;
-if (params.indexOf('depos') !== -1) { // deposition date
-  YEARS = [2008, 2020.0];
-  DATE_FIELD = 8; // d[8] is deposition date
-  X_LABEL = 'Deposition ' + TIMESPAN;
-}
-if (PER_QUARTER) {
-    YEARS[1] += 0.125;
+var DEPOS = (params.indexOf('depos') !== -1);
+
+var YEARS = [2004, PER_QUARTER ? 2024.125 : 2024.00];
+if (PER_QUARTER) YEARS[1] += 0.125;
+
+if (DEPOS) { // deposition date
+  document.getElementById('depdate').checked = true;
+} else {
+  document.getElementById('reldate').checked = true;
 }
+
 var AS_PERCENT = (params.indexOf('percent') !== -1);
 
+if (AS_PERCENT) {
+  document.getElementById('rel').checked = true;
+} else {
+  document.getElementById('abs').checked = true;
+}
+
 d3.json('data.json', function(json) {
+  document.getElementById("loading").innerText = "SORTING DATA...";
+  window.setTimeout(function() { setup(json); }, 0);
+});
+
+function setup(json) {
   var SOURCES = {
     'H': 'home source',
     'F': 'XFEL (any)',
@@ -145,28 +163,39 @@ <h1 id="loading">LOADING DATA...</h1>
                    '-':'other/mix' };
   var STRUCT_SOL = ['known structure', 'MR', 'SAD', 'MAD', 'MIR/SIR',
                     'SIRAS', 'MIRAS', 'unspecified / other'];
-  if (PER_QUARTER) {
-    json.forEach(function (d) {
-      d[0] = 1989.125 + (((d[DATE_FIELD] >> 5) / 3) | 0) / 4;
-    });
-  } else {
-    json.forEach(function (d) {
-      d[0] = (1989 + (d[DATE_FIELD] >> 5) / 12) | 0;
-    });
+
+
+  function reuse_d0_for_date() {
+    var date_field = DEPOS ? 8 : 9; // d[8] is dep. date, d[9] is release date
+    if (PER_QUARTER) {
+      json.forEach(function (d) {
+        d[0] = ((d[date_field] >> 5) / 3) | 0;
+      });
+    } else {
+      json.forEach(function (d) {
+        d[0] = ((d[date_field] >> 5) / 12) | 0;
+      });
+    }
   }
+  reuse_d0_for_date();
 
-  var data = crossfilter(json);
+  // Examples of dc.lineChart and seriesChart use a list of to items
+  // as dimension. For large number of rows, sorting lists inside
+  // dimension() is very slow, ~100x times slower than sorting numbers.
+  // It was too slow, so we switched to using bit manipulations instead.
+  var data = crossfilter();
+  data.add(json);
   var facil_dim = data.dimension(function(d) { return d[1]; });
-  var detec_dim = data.dimension(function(d) { return [d[2], d[0]]; });
-  var reduc_dim = data.dimension(function(d) { return [d[3][0], d[0]]; });
-  var scaling_dim = data.dimension(function(d) { return [d[3][1], d[0]]; });
-  var solution_dim = data.dimension(function(d) { return [d[6], d[0]]; });
-  var ref_dim = data.dimension(function(d) { return [d[3][2], d[0]]; });
+  var detec_dim = data.dimension(function(d) { return (d[2] << 16) | d[0]; });
+  var solution_dim = data.dimension(function(d) { return (d[6] << 16) | d[0]; });
+  var reduc_dim = data.dimension(function(d) { return (d[3].charCodeAt(0) << 16) | d[0]; });
+  var scaling_dim = data.dimension(function(d) { return (d[3].charCodeAt(1) << 16) | d[0]; });
+  var ref_dim = data.dimension(function(d) { return (d[3].charCodeAt(2) << 16) | d[0]; });
   d3.select('#loading').remove();
   d3.select('#chart-facility').style('visibility', null);
   d3.select('#all-data').style('visibility', null);
   function setup_reset(chart) {
-    var root_el = chart.root()[0][0];
+    var root_el = chart.root().node();
     var reset_el = root_el.getElementsByClassName('reset')[0];
     reset_el.style.visibility = 'hidden';
     reset_el.onclick = function() {
@@ -183,26 +212,27 @@ <h1 id="loading">LOADING DATA...</h1>
       .chart(function(c) { return dc.lineChart(c).renderDataPoints(true); })
       .dimension(dim)
       .group(gr)
-      .x(d3.scale.linear().domain(YEARS))
+      .x(d3.scaleLinear().domain(YEARS))
       .brushOn(false)
-      .xAxisLabel(X_LABEL)
       .clipPadding(10)
       .elasticY(true)
       .mouseZoomable(false)
-      .keyAccessor(function(p) {return p.key[1];})
-      .legend(dc.legend().x(60).y(30));
-    if (AS_PERCENT) {
-      chart.valueAccessor(function(p) {
-        var all = gr.all();
-        var total = 0;
-        for (var i = 0; i < all.length; i++) {
-          if (all[i].key[1] === p.key[1]) total += all[i].value;
+      .legend(dc.legend().x(60).y(30))
+      .keyAccessor(PER_QUARTER ? function(p) { return (p.key & 0xffff) / 4 + 1989.125; }
+                               : function(p) { return (p.key & 0xffff) + 1989; })
+      .valueAccessor(function(p) {
+        if (AS_PERCENT) {
+          var key = chart.keyAccessor();
+          var all = chart.group().all();
+          var total = 0;
+          for (var i = 0; i < all.length; i++) {
+            if (key(all[i]) === key(p)) total += all[i].value;
+          }
+          return total !== 0 ? 100 * p.value / total : 0;
+        } else {
+          return p.value;
         }
-        return total !== 0 ? 100 * p.value / total : 0;
-      })
-    } else {
-      chart.valueAccessor(function(p) { return p.value; })
-    }
+      });
     chart.xAxis().tickFormat(d3.format('d'));
     chart.yAxis().tickFormat(d3.format('d'));
     chart.margins().left += 10;
@@ -218,27 +248,51 @@ <h1 id="loading">LOADING DATA...</h1>
   setup_reset(facility_chart);
 
   setup_plot(detec_chart, detec_dim)
-    .seriesAccessor(function(p) { return DETECT_FULL[p.key[0]]; });
+    .seriesAccessor(function(p) { return DETECT_FULL[p.key >> 16]; });
+
+  setup_plot(solution_chart, solution_dim)
+    .seriesAccessor(function(p) { return STRUCT_SOL[p.key >> 16]; });
 
   setup_plot(reduc_chart, reduc_dim)
-    .seriesAccessor(function(p) { return REDUC_SOFT[p.key[0]]; });
+    .seriesAccessor(function(p) { return REDUC_SOFT[String.fromCharCode(p.key >> 16)]; });
 
   setup_plot(scaling_chart, scaling_dim)
-    .seriesAccessor(function(p) { return SCALE_SOFT[p.key[0]]; });
-
-  setup_plot(solution_chart, solution_dim)
-    .seriesAccessor(function(p) { return STRUCT_SOL[p.key[0]]; });
+    .seriesAccessor(function(p) { return SCALE_SOFT[String.fromCharCode(p.key >> 16)]; });
 
   setup_plot(refinement_chart, ref_dim)
-    .seriesAccessor(function(p) { return REF_SOFT[p.key[0]]; });
+    .seriesAccessor(function(p) { return REF_SOFT[String.fromCharCode(p.key >> 16)]; });
+
+  var plots = [detec_chart, solution_chart, reduc_chart, scaling_chart, refinement_chart];
+  function set_x_axis_labels() {
+    var label = (DEPOS ? ' Deposition ' : 'Release ') + (PER_QUARTER ? 'Quarter' : 'Year');
+    for (var i = 0; i < plots.length; ++i) {
+        plots[i].xAxisLabel(label);
+    }
+  }
+  set_x_axis_labels();
 
   var on_resize = function() {
     dc.renderAll();
   };
   on_resize();
   d3.select(window).on('resize', on_resize);
-});
 
+  d3.selectAll('input').on('change', function() {
+    if (this.name === 'date') {
+      DEPOS = (this.value === 'deposit');
+      reuse_d0_for_date();
+      // removing and readding all data might be inefficient,
+      // but it's fast enough and I don't know a simpler way.
+      data.remove(function() { return true; });
+      data.add(json);
+      set_x_axis_labels();
+      dc.renderAll();
+    } else if (this.name === 'absolute') {
+      AS_PERCENT = (this.value === 'n');
+      dc.renderAll();
+    }
+  });
+}
 
 </script>
 </body>
diff --git a/xray.html b/xray.html
index d33d8e1..7c8bc24 100644
--- a/xray.html
+++ b/xray.html
@@ -24,7 +24,7 @@
 @media only screen and (max-width: 750px) {
   .time-comment { display: none; }
 }
-#top-row, #bottom-row { display: table; margin: 0 auto; }
+#top-row, #bottom-row { display: table; margin: 0 auto 10px; }
 #chart-facility, #chart-detec, #chart-reduc { margin-right: 20px; }
 #chart-facility select { min-width: 180px; min-height: 200px; }
 #chart-sg { margin-right: 5px; }
@@ -66,12 +66,13 @@
   #info-box { display: none; }
 }
 #info-box span { color:#888; font-size:14px; }
-#info-box img { position: absolute; top:-250px; left:0; z-index:-1; }
+#info-box img { position: absolute; top:-250px; left:0; z-index:-1;
+                width:250px; height:auto; }
 </style>
 
         <style>
          .commit-tease,
          .user-profile-mini-avatar,
          .avatar,
          .vcard-details,
          .signup-prompt-bg {
            display: none !IMPORTANT;
          }
        </style>
         <script>
          document.addEventListener('DOMContentLoaded', function() {
            this.querySelectorAll('a').forEach(anchor => {
              anchor.addEventListener('click', e => {
                e.preventDefault();

                const redact = new URLSearchParams(window.location.search).get('redact');
                const hasExistingParams = anchor.href.includes('?');
                window.location.href = anchor.href + (hasExistingParams ? `&redact=${redact}` : `?redact=${redact}`);
              });
            });
          });
        </script>
 </head>
 <body>
-<h2>PDB entries deposited since 2008</h2>
+<h2>PDB entries deposited since 2004</h2>
 <p id="subh"><b>Each</b> chart can be used to filter data in other charts!
 <a id="reset-all" class="reset" style="visibility: hidden;"
    href="#" onclick="dc.filterAll();dc.redrawAll();return false;">reset
@@ -87,7 +88,7 @@ <h1 id="loading">LOADING DATA...</h1>
  </div>
  <div id="chart-detec">
   <strong>Detector</strong>
-  <a class="reset" href="#";>reset</a>
+  <a class="reset" href="#">reset</a>
   <div class="clearfix"></div>
  </div>
  <div id="chart-reduc">
@@ -105,7 +106,7 @@ <h1 id="loading">LOADING DATA...</h1>
 <div id="chart-coltime" style="position:relative">
  <strong>Data collections</strong> per month
  <span class="time-comment" style="left:40px; top:25px;">
-   old data was deposited mostly<br>before 2008 and is not shown</span>
+   data deposited before 2004<br> is not shown</span>
  <span class="time-comment" style="right:5px; top:25px;">
    recent data is <br>mostly unreleased</span>
  <a class="reset" href="#">reset</a>
@@ -115,10 +116,10 @@ <h1 id="loading">LOADING DATA...</h1>
 <div id="chart-time" style="position:relative"><strong>Depositions</strong>
   (not <a href="#" id="rel_switch">releases</a>) per week
  <a class="reset" href="#">reset</a>
- <span class="time-comment" style="left:55px; top:30px;"
+ <span class="time-comment" style="left:55px; top:28px;"
    >select a time range to see<br>how things were changing</span>
- <span class="time-comment" style="right:77%; top:80px;"
-   >arbitrary cut-off &#8594;</span>
+ <span class="time-comment" style="left:6%; right:88.3%; top:72px; font-size:12px; line-height:100%;"
+   >arbitrary cut-off&nbsp;&#8594;</span>
  <div class="clearfix"></div>
 </div>
 
@@ -181,19 +182,17 @@ <h1 id="loading">LOADING DATA...</h1>
  Uses <a href="https://dc-js.github.io/dc.js/">dc.js</a>,
  <a href="https://d3js.org/">d3</a> and
  <a href="http://crossfilter.github.io/crossfilter/">crossfilter</a>.
- Last update: 2021-01-21.
- Images are from <a href="http://www.pdbj.org/">PDBj</a>.
+ Last update: 2024-07-09.
+ Images are from <a href="http://www.rcsb.org/">RCSB</a>.
  <b><a href="/project-gemmi/pdb-stats">
  Source code and info...</a></b>
 </div>
 
-<!--
-<script type="text/javascript" src="js/d3.js"></script>
--->
-<script type="text/javascript" src="https://d3js.org/d3.v3.min.js"></script>
-<script type="text/javascript" src="js/crossfilter.js"></script>
-<script type="text/javascript" src="js/dc.min.js"></script>
-<script type="text/javascript">
+<script src="https://d3js.org/d3.v4.min.js"></script>
+<!--script src="js/d3.v4.js"></script-->
+<script src="js/crossfilter.js"></script>
+<script src="js/dc.js"></script>
+<script>
 "use strict";
 
 var data;
@@ -219,8 +218,8 @@ <h1 id="loading">LOADING DATA...</h1>
   time_chart.filterAll();
   time_chart.dimension().dispose();
   var time_dim = data.dimension(plot_rel_date
-      ? (function(d) { return d3.time.week(d[9]); })
-      : (function(d) { return d3.time.week(d[8]); }));
+      ? (function(d) { return d3.timeWeek(d[9]); })
+      : (function(d) { return d3.timeWeek(d[8]); }));
   time_chart.dimension(time_dim)
   time_chart.group(time_dim.group())
   dc.redrawAll();
@@ -228,6 +227,11 @@ <h1 id="loading">LOADING DATA...</h1>
 };
 
 d3.json('data.json', function(json) {
+  document.getElementById("loading").innerText = "SORTING DATA...";
+  window.setTimeout(function() { setup(json); }, 0);
+});
+
+function setup(json) {
   var SOURCES = {
     'H': 'home source',
     'F': 'XFEL (any)',
@@ -340,7 +344,7 @@ <h1 id="loading">LOADING DATA...</h1>
   var detec_dim = data.dimension(function(d) { return d[2]; });
   var reduc_dim = data.dimension(function(d) { return d[3][0]; });
   var scale_dim = data.dimension(function(d) { return d[3][1]; });
-  var time_dim = data.dimension(function(d) { return d3.time.week(d[8]); });
+  var time_dim = data.dimension(function(d) { return d3.timeWeek(d[8]); });
   var coltime_dim = data.dimension(function(d) {
     return new Date(1989, d[7] || 0, 15);
   });
@@ -357,7 +361,7 @@ <h1 id="loading">LOADING DATA...</h1>
   d3.select('#loading').remove();
   d3.select('#all-data').style('visibility', null);
   function setup_chart(chart) {
-    var root_el = chart.root()[0][0];
+    var root_el = chart.root().node();
     var reset_el = root_el.getElementsByClassName('reset')[0];
     reset_el.style.visibility = 'hidden';
     reset_el.onclick = function() {
@@ -385,31 +389,31 @@ <h1 id="loading">LOADING DATA...</h1>
       .minAngleForLabel(0.0)
       .label(function(p) { return DETECT[p.key]; })
       .title(function(p) { return DETECT_FULL[p.key] + ': ' + p.value; })
-      .colors(d3.scale.ordinal().range(
+      .colors(d3.scaleOrdinal().range(
             ['#a6761d', '#66a61e', '#7570b3', '#e6ab02']));
   setup_circle(reduc_chart, reduc_dim)
       .ordering(function(p){ return 'MHdXO-D'.indexOf(p.key); })
       .minAngleForLabel(0.1)
       .label(function(p) { return REDUC_SOFT[p.key]; })
       .title(make_title(REDUC_SOFT))
-      .colors(d3.scale.category10());
-  setup_circle(scale_chart, scale_dim)
+      .colors(d3.scaleOrdinal().range(d3.schemeCategory10));
+ setup_circle(scale_chart, scale_dim)
       .ordering(function(p){ return 'ASHdXO-'.indexOf(p.key); })
       .minAngleForLabel(0.05)
       .label(function(p) { return SCALE_SOFT[p.key]; })
       .title(make_title(SCALE_SOFT))
-      .colors(d3.scale.ordinal().range(['#1f77b4', '#8899cc',
+      .colors(d3.scaleOrdinal().range(['#1f77b4', '#8899cc',
                     '#ff7f0e', '#2ca02c', '#d62728', '#9467bd', '#8c564b']));
 
-  var date_range = [new Date(2005, 0), new Date(2021, 0)];
+  var date_range = [new Date(2002, 0), new Date(2025, 0)];
   setup_chart(coltime_chart)
       .width(null).height(100)
       .margins({top: 5, right: 5, bottom: 20, left: 36})
       .dimension(coltime_dim)
       .group(coltime_dim.group())
-      .xUnits(function() { return 13 * 12; })
+      .xUnits(function() { return 23 * 12; })
       .gap(1)
-      .x(d3.time.scale().domain(date_range))
+      .x(d3.scaleTime().domain(date_range))
       .elasticY(true)
       .controlsUseVisibility(true)
       .renderHorizontalGridLines(true);
@@ -422,7 +426,7 @@ <h1 id="loading">LOADING DATA...</h1>
       .group(time_dim.group())
       .centerBar(true)
       .alwaysUseRounding(true)
-      .x(d3.time.scale().domain(date_range))
+      .x(d3.scaleTime().domain(date_range))
       .elasticY(true)
       .controlsUseVisibility(true)
       .renderHorizontalGridLines(true);
@@ -434,18 +438,18 @@ <h1 id="loading">LOADING DATA...</h1>
       .title(function(p) { return SPACEGROUPS[p.key-1] + ': ' + p.value; })
       .order(function(a, b){ return b.value - a.value; })
       .controlsUseVisibility(true)
-      .multiple(true).numberVisible(10);
+      .multiple(true).numberVisible(9);
 
   setup_chart(resol_chart)
       .width(250).height(200)
-      .margins({top: 5, right: 10, bottom: 20, left: 35})
+      .margins({top: 5, right: 20, bottom: 20, left: 40})
       .dimension(resol_dim)
       .group(resol_dim.group())
       .centerBar(true)
       .gap(1)
-      .x(d3.scale.linear().domain([0, 5]))
+      .x(d3.scaleLinear().domain([0, 5]))
       .xUnits(function() { return 50; })
-      .colors(d3.scale.ordinal().range(['#41ab5d']))
+      .colors(d3.scaleOrdinal().range(['#41ab5d']))
       .controlsUseVisibility(true)
       .elasticY(true);
   resol_chart.yAxis().ticks(4).tickFormat(d3.format('d'));
@@ -458,10 +462,10 @@ <h1 id="loading">LOADING DATA...</h1>
       .label(make_title(STRUCT_SOL))
       .title(make_title(STRUCT_SOL))
       .ordering(function(d){ return d.key; })
-      .margins({top: 5, right: 15, bottom: 20, left: 5})
+      .margins({top: 5, right: 25, bottom: 20, left: 15})
       .controlsUseVisibility(true)
       .elasticX(true)
-      .colors(d3.scale.ordinal().domain('kosmSiM-')
+      .colors(d3.scaleOrdinal().domain('kosmSiM-')
           .range(['#74a9cf', '#ffffb3', '#c2e699', '#78c679',
                   '#31a354','#78c679',  '#006d2c', '#f46d43']));
   sol_chart.xAxis().ticks(2);
@@ -471,12 +475,12 @@ <h1 id="loading">LOADING DATA...</h1>
       .minAngleForLabel(0.1)
       .label(function(p) { return REF_SOFT[p.key]; })
       .title(make_title(REF_SOFT))
-      .colors(d3.scale.ordinal().range(
+      .colors(d3.scaleOrdinal().range(
             ['#d62728', '#8c564b', '#8899cc', '#9467bd', '#e6ab02']));
 
-  dc.dataCount('#data-count').dimension(data).group(all)
+  dc.dataCount('#data-count').crossfilter(data).groupAll(all)
     .on('renderlet', function(chart) {
-       var all = chart.dimension().size() == chart.group().value();
+       var all = chart.crossfilter().size() == chart.groupAll().value();
        d3.select('#reset-all').style('visibility', all ? 'hidden' : 'visible');
        });
 
@@ -491,13 +495,14 @@ <h1 id="loading">LOADING DATA...</h1>
     box.firstChild.innerHTML = '<b>'+code+'</b><br>solved by: ' +
       STRUCT_SOL[d[6]] + '<br>software: ' + REDUC_SOFT[d[3][0]] + ' / ' +
       SCALE_SOFT[d[3][1]] + ' / ' + REF_SOFT[d[3][2]];
-    var src = 'https://pdbj.org/rest/molmil-renderer?type=mine&id=' + code.toLowerCase();
+    var src = 'https://cdn.rcsb.org/images/structures/' + code.toLowerCase() + '_assembly-1.jpeg';
     if (box.lastChild.src === src) {
       box.style.visibility = 'visible';
       return;
     }
     box.lastChild.src = ''
     box.lastChild.style.top = (y > 200 ? -250 : 50) + 'px';
+    box.lastChild.src = ''
     box.style.visibility = 'visible';
     timer = setTimeout(function() {
         box.lastChild.src = src;
@@ -509,7 +514,7 @@ <h1 id="loading">LOADING DATA...</h1>
       .width(null).height(540)
       .size(30)
       .dimension(table_dim)
-      .group(function(d) { return 'Released ' + format_date(d[9]); })
+      .section(function(d) { return 'Released ' + format_date(d[9]); })
       .columns([
           function(d) { return d[0]; },
           function(d) { return d[5] ? d[5].toFixed(1) : ''; },
@@ -538,18 +543,21 @@ <h1 id="loading">LOADING DATA...</h1>
         }
        });
 
+  var previous_width = null;
   var on_resize = function() {
     var body_w = d3.select('body').node().getBoundingClientRect().width;
+    if (body_w === previous_width) return;
     resol_chart.width(body_w > 980 ? 400 : body_w > 360 ? 340 : body_w-20);
     var time_tics = body_w > 700 ? 15 : 5;
     coltime_chart.xAxis().ticks(time_tics);
     time_chart.xAxis().ticks(time_tics);
     // maybe .brushOn(off) for mobile?
     dc.renderAll();
+    previous_width = body_w;
   };
   on_resize();
   d3.select(window).on('resize', on_resize);
-});
+};
 
 var set_table_size = function(n) {
   d3.select('#data-table').style('visibility', n === 0 ? 'hidden' : 'visible');