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@eli-s-goldberg
Created November 13, 2015 11:32
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QCM-D alpha parameter literature

This example shows how it is possible to use a D3 sunburst visualization (partition layout) with data that describes sequences of events.

A good use case is to summarize navigation paths through a web site, as in the sample synthetic data file (visit_sequences.csv). The visualization makes it easy to understand visits that start directly on a product page (e.g. after landing there from a search engine), compared to visits where users arrive on the site's home page and navigate from there. Where a funnel lets you understand a single pre-selected path, this allows you to see all possible paths.

Features:

  • works with data that is in a CSV format (you don't need to pre-generate a hierarchical JSON file, unless your data file is very large)
  • interactive breadcrumb trail helps to emphasize the sequence, so that it is easy for a first-time user to understand what they are seeing
  • percentages are shown explicitly, to help overcome the distortion of the data that occurs when using a radial presentation

If you want to simply reuse this with your own data, here are some tips for generating the CSV file:

  • no header is required (but it's OK if one is present)
  • use a hyphen to separate the steps in the sequence
  • the step names should be one word only, and ideally should be kept short. Non-alphanumeric characters will probably cause problems (I haven't tested this).
  • every sequence should have an "end" marker as the last element, unless it has been truncated because it is longer than the maximum sequence length (6, in the example). The purpose of the "end" marker is to distinguish a true end point (e.g. the user left the site) from an end point that has been forced by truncation.
  • each line should be a complete path from root to leaf - don't include counts for intermediate steps. For example, include "home-search-end" and "home-search-product-end" but not "home-search" - the latter is computed by the partition layout, by adding up the counts of all the sequences with that prefix.
  • to keep the number of permutations low, use a small number of unique step names, and a small maximum sequence length. Larger numbers of either of these will lead to a very large CSV that will be slow to process (and therefore require pre-processing into hierarchical JSON).

I created this example in my work at Google, but it is not part of any Google product. It is covered by the Apache license:

Copyright 2013 Google Inc. All Rights Reserved.

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

We can make this file beautiful and searchable if this error is corrected: It looks like row 3 should actually have 2 columns, instead of 1. in line 2.
BL21RNA-ellipsoid-none-none-0mgNOM/L-stock-CaCl2-10_20nm-10mgNM/L-6.0-25C-0.1_1,1
BL21RNA-ellipsoid-none-none-0mgNOM/L-stock-CaCl2-10_20nm-10mgNM/L-8.0-25C-0.01_0.1,1
BL21RNA-ellipsoid-none-none-0mgNOM/L-stock-CaCl2-1_10nm-10mgNM/L-6.0-25C-0.1_1-3
BL21RNA-ellipsoid-none-none-0mgNOM/L-stock-CaCl2-1_10nm-10mgNM/L-8.0-25C-0.1_1-3
BL21RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-1_10nm-10mgNM/L-6.0-25C-0.01_0.1-2
BL21RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-1_10nm-10mgNM/L-6.0-25C-0.1_1-2
BL21RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-1_10nm-10mgNM/L-8.0-25C-0.01_0.1-3
BL21RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-1_10nm-10mgNM/L-8.0-25C-0.1_1,1
BL21RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-<1nm-10mgNM/L-6.0-25C-0.1_1,1
BL21RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-<1nm-10mgNM/L-8.0-25C-0.1_1,1
C60-sphere-Alg-none-0mgNOM/L-L.L.Ex.-CaCl2-10_20nm-5.8mgNM/L-5.5-25C-0.1_1,1
C60-sphere-Alg-none-0mgNOM/L-L.L.Ex.-CaCl2-1_10nm-5.8mgNM/L-5.5-25C-0.1_1,1
C60-sphere-Alg-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-5.8mgNM/L-5.5-25C-0.01_0.1,1
C60-sphere-Alg-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-5.8mgNM/L-5.5-25C-0.1_1,1
C60-sphere-EHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.01_0.1,1
C60-sphere-EHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.1_1-2
C60-sphere-EHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C->=1,1
C60-sphere-HFA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-15C-0.1_1,1
C60-sphere-HFA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-25C-0.1_1,1
C60-sphere-HFA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-35C-0.1_1,1
C60-sphere-HFA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-45C-0.1_1,1
C60-sphere-HHA-none-0mgNOM/L-L.L.Ex.-CaCl2-10_20nm-6.05mgNM/L-5.6-25C-0.1_1,1
C60-sphere-HHA-none-0mgNOM/L-L.L.Ex.-CaCl2-1_10nm-6.05mgNM/L-5.6-25C-0.1_1-3
C60-sphere-HHA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6.05mgNM/L-5.6-25C-0.1_1-4
C60-sphere-HHA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-15C-0.1_1,1
C60-sphere-HHA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-25C-0.1_1,1
C60-sphere-HHA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-35C-0.1_1,1
C60-sphere-HHA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-45C-0.1_1,1
C60-sphere-HHA-none-0mgNOM/L-L.L.Ex.-NaCl-<1nm-6.05mgNM/L-5.6-25C->=1,1
C60-sphere-SRHA-SRHA-1mgNOM/L-L.L.Ex.-CaCl2-1_10nm-5.8mgNM/L-5.5-25C-0.01_0.1,1
C60-sphere-SRHA-SRHA-1mgNOM/L-L.L.Ex.-NaCl-1_10nm-5.8mgNM/L-5.5-25C-0.01_0.1,1
C60-sphere-SRHA-none-0mgNOM/L-L.L.Ex.-CaCl2-10_20nm-5.8mgNM/L-5.5-25C-0.1_1,1
C60-sphere-SRHA-none-0mgNOM/L-L.L.Ex.-CaCl2-1_10nm-5.8mgNM/L-5.5-25C-0.1_1,1
C60-sphere-SRHA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-5.8mgNM/L-5.5-25C-0.001_0.01,1
C60-sphere-SRHA-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-5.8mgNM/L-5.5-25C-0.1_1,1
C60-sphere-SRHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.1_1-2
C60-sphere-SRHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C->=1-2
C60-sphere-none-Alg-1mgNOM/L-L.L.Ex.-CaCl2-1_10nm-5.8mgNM/L-5.5-25C-0.01_0.1,1
C60-sphere-none-Alg-1mgNOM/L-L.L.Ex.-NaCl-1_10nm-5.8mgNM/L-5.5-25C-0.01_0.1,1
C60-sphere-none-EHA-1mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.01_0.1,1
C60-sphere-none-EHA-1mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.1_1-2
C60-sphere-none-EHA-1mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-6.0-25C-0.1_1,1
C60-sphere-none-SRHA-1mgNOM/L-L.L.Ex.-CaCl2-1_10nm-5.8mgNM/L-5.5-25C-0.01_0.1,1
C60-sphere-none-SRHA-1mgNOM/L-L.L.Ex.-NaCl-1_10nm-5.8mgNM/L-5.5-25C-0.001_0.01,1
C60-sphere-none-SRHA-1mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.01_0.1,1
C60-sphere-none-SRHA-1mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.1_1-3
C60-sphere-none-SRHA-1mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-6.0-25C-0.1_1,1
C60-sphere-none-SRHA-5mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.01_0.1-4
C60-sphere-none-SRHA-5mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-6.0-25C-0.1_1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-CaCl2-10_20nm-2.96mgNM/L-5.2-25C-0.001_0.01,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-CaCl2-10_20nm-2.96mgNM/L-5.2-25C-0.01_0.1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-CaCl2-10_20nm-2.96mgNM/L-5.2-25C-0.1_1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-CaCl2-10_20nm-5.8mgNM/L-5.5-25C-0.001_0.01-3
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-CaCl2-10_20nm-6.05mgNM/L-5.6-25C-0.01_0.1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-CaCl2-1_10nm-2.96mgNM/L-5.2-25C-0.1_1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-CaCl2-1_10nm-5.8mgNM/L-5.5-25C-0.1_1-5
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-CaCl2-1_10nm-5.8mgNM/L-5.5-25C->=1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-CaCl2-1_10nm-6.05mgNM/L-5.6-25C-0.1_1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-CaCl2-1_10nm-6.05mgNM/L-5.6-25C->=1-2
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-2.96mgNM/L-5.2-25C-0.01_0.1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-2.96mgNM/L-5.2-25C-0.1_1-2
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-5.8mgNM/L-5.5-25C-0.01_0.1-4
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-5.8mgNM/L-5.5-25C->=1-5
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6.05mgNM/L-5.6-25C-0.01_0.1-2
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6.05mgNM/L-5.6-25C-0.1_1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6.05mgNM/L-5.6-25C->=1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-15C-0.1_1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-25C-0.1_1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-35C-0.1_1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-1_10nm-6mgNM/L-6.7-45C-0.1_1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-30_40nm-2.96mgNM/L-5.2-25C-0.01_0.1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-<1nm-5.8mgNM/L-5.5-25C->=1,1
C60-sphere-none-none-0mgNOM/L-L.L.Ex.-NaCl-<1nm-6.05mgNM/L-5.6-25C->=1,1
C60-sphere-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.01_0.1-3
C60-sphere-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.1_1-5
C60-sphere-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C->=1-6
C60-sphere-none-none-0mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-6.0-25C-0.1_1-2
C60_20hUV-sphere-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.01_0.1,1
C60_20hUV-sphere-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.1_1-3
C60_7DUV-sphere-EHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.1_1,1
C60_7DUV-sphere-EHA-none-0mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-6.0-25C-0.1_1-3
C60_7DUV-sphere-SRHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.1_1,1
C60_7DUV-sphere-SRHA-none-0mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-6.0-25C-0.1_1-3
C60_7DUV-sphere-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-6.0-25C-0.01_0.1-2
C60_7DUV-sphere-none-none-0mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-6.0-25C-0.01_0.1-2
C60_7DUV-sphere-none-none-0mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-6.0-25C-0.1_1-7
MS2RNA-ellipsoid-none-none-0mgNOM/L-stock-CaCl2-10_20nm-10mgNM/L-6.0-25C-0.01_0.1,1
MS2RNA-ellipsoid-none-none-0mgNOM/L-stock-CaCl2-10_20nm-10mgNM/L-8.0-25C-0.01_0.1,1
MS2RNA-ellipsoid-none-none-0mgNOM/L-stock-CaCl2-1_10nm-10mgNM/L-6.0-25C-0.1_1-3
MS2RNA-ellipsoid-none-none-0mgNOM/L-stock-CaCl2-1_10nm-10mgNM/L-8.0-25C-0.01_0.1-2
MS2RNA-ellipsoid-none-none-0mgNOM/L-stock-CaCl2-1_10nm-10mgNM/L-8.0-25C-0.1_1,1
MS2RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-1_10nm-10mgNM/L-6.0-25C-0.01_0.1-2
MS2RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-1_10nm-10mgNM/L-6.0-25C-0.1_1-2
MS2RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-1_10nm-10mgNM/L-8.0-25C-0.01_0.1-4
MS2RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-<1nm-10mgNM/L-6.0-25C-0.1_1,1
MS2RNA-ellipsoid-none-none-0mgNOM/L-stock-NaCl-<1nm-10mgNM/L-8.0-25C-0.1_1,1
MWNT-tube-SRHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-6.07mgNM/L-6.9-25C-0.1_1-6
MWNT-tube-SRHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-6.07mgNM/L-6.9-25C->=1,1
MWNT-tube-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-6.07mgNM/L-6.9-25C-0.1_1-5
MWNT-tube-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-6.07mgNM/L-6.9-25C->=1-2
MWNTHO-tube-none-none-0mgNOM/L-directSonic-CaCl2-10_20nm-5mgNM/L-7.1-25C-0.01_0.1,1
MWNTHO-tube-none-none-0mgNOM/L-directSonic-CaCl2-1_10nm-5mgNM/L-7.1-25C-0.1_1-6
MWNTHO-tube-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-7.1-25C-0.01_0.1,1
MWNTHO-tube-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-7.1-25C-0.1_1,1
MWNTHO-tube-none-none-0mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-7.1-25C-0.1_1-4
MWNTHO-tube-none-none-0mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-7.1-25C->=1,1
MWNTLO-tube-none-none-0mgNOM/L-directSonic-CaCl2-1_10nm-5mgNM/L-7.1-25C-0.1_1-7
MWNTLO-tube-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-5mgNM/L-7.1-25C-0.1_1-4
MWNTLO-tube-none-none-0mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-7.1-25C-0.1_1-2
MWNTLO-tube-none-none-0mgNOM/L-directSonic-NaCl-<1nm-5mgNM/L-7.1-25C->=1,1
PS-ellipsoid-Alg-none-0mgNOM/L-stock-NaCl-1_10nm-6mgNM/L-7.0-20C-0.1_1-3
PS-ellipsoid-Alg-none-0mgNOM/L-stock-NaCl-<1nm-6mgNM/L-7.0-20C-0.1_1,1
PS-ellipsoid-Alg-none-0mgNOM/L-stock-NaCl-<1nm-6mgNM/L-7.0-20C->=1,1
PS-ellipsoid-HHA-none-0mgNOM/L-stock-NaCl-1_10nm-6mgNM/L-7.0-20C-0.1_1-3
PS-ellipsoid-HHA-none-0mgNOM/L-stock-NaCl-<1nm-6mgNM/L-7.0-20C-0.1_1-2
PS-sphere-Alg-none-0mgNOM/L-stock-NaCl-1_10nm-6mgNM/L-7.0-20C-0.1_1-3
PS-sphere-Alg-none-0mgNOM/L-stock-NaCl-<1nm-6mgNM/L-7.0-20C->=1-2
PS-sphere-HHA-none-0mgNOM/L-stock-NaCl-1_10nm-6mgNM/L-7.0-20C-0.1_1-3
PS-sphere-HHA-none-0mgNOM/L-stock-NaCl-<1nm-6mgNM/L-7.0-20C-0.1_1-2
PS-sphere-SRHA-none-0mgNOM/L-stock-NaCl-1_10nm-50mgNM/L-6.0-25C-0.1_1-3
PS-sphere-SRHA-none-0mgNOM/L-stock-NaCl-<1nm-50mgNM/L-6.0-25C-0.1_1-3
PS-sphere-SRHA-none-0mgNOM/L-stock-NaCl-<1nm-50mgNM/L-6.0-25C->=1-4
PS-sphere-none-none-0mgNOM/L-stock-NaCl-1_10nm-50mgNM/L-6.0-25C-0.1_1-2
PS-sphere-none-none-0mgNOM/L-stock-NaCl-<1nm-50mgNM/L-6.0-25C-0.1_1-5
PS-sphere-none-none-0mgNOM/L-stock-NaCl-<1nm-50mgNM/L-6.0-25C->=1-2
TiO2-sphere-none-SRHA-10mgNOM/L-directSonic-CaCl2-1_10nm-100mgNM/L-8.0-25C-0.001_0.01-2
TiO2-sphere-none-SRHA-10mgNOM/L-directSonic-CaCl2-1_10nm-100mgNM/L-8.0-25C-0.1_1-2
TiO2-sphere-none-SRHA-10mgNOM/L-directSonic-CaCl2-1_10nm-100mgNM/L-8.0-25C->=1,1
TiO2-sphere-none-SRHA-10mgNOM/L-directSonic-CaCl2-<1nm-100mgNM/L-8.0-25C->=1-2
TiO2-sphere-none-SRHA-10mgNOM/L-directSonic-NaCl-1_10nm-100mgNM/L-8.0-25C-0.01_0.1,1
TiO2-sphere-none-SRHA-10mgNOM/L-directSonic-NaCl-<1nm-100mgNM/L-8.0-25C-0.1_1-5
TiO2-sphere-none-none-0mgNOM/L-directSonic-CaCl2-10_20nm-100mgNM/L-8.0-25C-0.1_1,1
TiO2-sphere-none-none-0mgNOM/L-directSonic-CaCl2-1_10nm-100mgNM/L-8.0-25C-0.1_1-3
TiO2-sphere-none-none-0mgNOM/L-directSonic-CaCl2-20_30nm-100mgNM/L-8.0-25C-0.01_0.1,1
TiO2-sphere-none-none-0mgNOM/L-directSonic-CaCl2-20_30nm-100mgNM/L-8.0-25C-0.1_1,1
TiO2-sphere-none-none-0mgNOM/L-directSonic-CaCl2->50-100mgNM/L-8.0-25C-<0.001,1
TiO2-sphere-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-100mgNM/L-8.0-25C-0.01_0.1,1
TiO2-sphere-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-100mgNM/L-8.0-25C-0.1_1-3
TiO2-sphere-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-100mgNM/L-8.0-25C->=1-2
ZnO-sphere-SRHA-none-0mgNOM/L-directSonic-CaCl2-10_20nm-10mgNM/L-7.8-25C-0.1_1,1
ZnO-sphere-SRHA-none-0mgNOM/L-directSonic-CaCl2-1_10nm-10mgNM/L-7.8-25C-0.1_1-2
ZnO-sphere-SRHA-none-0mgNOM/L-directSonic-CaCl2-30_40nm-10mgNM/L-7.8-25C-0.1_1-2
ZnO-sphere-SRHA-none-0mgNOM/L-directSonic-CaCl2-40_50nm-10mgNM/L-7.8-25C-0.01_0.1,1
ZnO-sphere-SRHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-10mgNM/L-7.8-25C-0.01_0.1,1
ZnO-sphere-SRHA-none-0mgNOM/L-directSonic-NaCl-1_10nm-10mgNM/L-7.8-25C-0.1_1-3
ZnO-sphere-SRHA-none-0mgNOM/L-directSonic-NaCl-<1nm-10mgNM/L-7.8-25C-0.1_1-2
ZnO-sphere-none-none-0mgNOM/L-directSonic-CaCl2-10_20nm-10mgNM/L-7.8-25C-0.1_1,1
ZnO-sphere-none-none-0mgNOM/L-directSonic-CaCl2-1_10nm-10mgNM/L-7.8-25C-0.1_1,1
ZnO-sphere-none-none-0mgNOM/L-directSonic-CaCl2-1_10nm-10mgNM/L-7.8-25C->=1,1
ZnO-sphere-none-none-0mgNOM/L-directSonic-CaCl2-30_40nm-10mgNM/L-7.8-25C-0.1_1-2
ZnO-sphere-none-none-0mgNOM/L-directSonic-CaCl2-40_50nm-10mgNM/L-7.8-25C-0.01_0.1,1
ZnO-sphere-none-none-0mgNOM/L-directSonic-NaCl-1_10nm-10mgNM/L-7.8-25C-0.1_1-4
ZnO-sphere-none-none-0mgNOM/L-directSonic-NaCl-<1nm-10mgNM/L-7.8-25C-0.1_1,1
ZnO-sphere-none-none-0mgNOM/L-directSonic-NaCl-<1nm-10mgNM/L-7.8-25C->=1,1
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<title>QCM-D alpha parameter literature</title>
<script src="http://d3js.org/d3.v3.min.js"></script>
<link rel="stylesheet" type="text/css"
href="https://fonts.googleapis.com/css?family=Open+Sans:400,600">
<link rel="stylesheet" type="text/css" href="sequences.css"/>
</head>
<style>
body {
font-family: 'Open Sans', sans-serif;
font-size: 10px;
font-weight: 400;
background-color: #fff;
width: 800px;
height: 800px;
}
#main {
float: left;
width: 800px;
}
#sidebar {
float: left;
width: 100px;
margin-left: 850px;
}
#sequence {
width: 50px;
height: 50px;
font-size: 6px;
font-weight: 750;
}
#legend {
padding: 10px 0 0 0px;
position: relative;
}
#sequence text, #legend text {
font-weight: 400;
font-size: 10px;
fill: #000;
}
#chart {
position: absolute;
margin-top: -75px;
}
#chart path {
stroke: #fff;
}
#explanation {
position: relative;
top: 440px;
left: 335px;
width: 140px;
text-align: center;
color: #666;
z-index: -1;
font-weight: 700;
}
#percentage {
font-size: 4em;
}
</style>
<body>
<font size=7> QCM-D alpha parameter literature. </font>
<font size=2> Data organized in coordination with Coy McNew from Vanderbilt University and Eli Goldberg from ETH Zurich
to support their publication, "Machine learning enabled prediction of attachment efficiency".
Supporting authors: Dr. Martin Scheringer (ETH), Dr. Konrad Hungerbuehler (ETH), and Dr. Eugene J LaBoeuf </font>
<p>
</p>
<div id="main">
<div id="sequence"></div>
<svg version="1.1" id="sunburstPathKey" x="800px" y="0px" width="900px"
height="50px" viewBox="30 0 780 51">
<polygon fill="#DEDFDC" points="37.529,24.782 25.209,0 -40.5,0 -40.5,49.563 25.209,49.563 "/>
<polygon fill="#DEDFDC"
points="758.673,49.563 824.382,49.563 836.701,24.782 824.382,0 758.673,0 770.991,24.782 "/>
<polygon fill="#DEDFDC" points="686.02,49.563 751.73,49.563 764.049,24.782 751.73,0 686.02,0 698.339,24.782 "/>
<polygon fill="#DEDFDC"
points="613.369,49.563 679.077,49.563 691.397,24.782 679.077,0 613.369,0 625.689,24.782 "/>
<polygon fill="#DEDFDC"
points="540.717,49.563 606.427,49.563 618.743,24.782 606.427,0 540.717,0 553.037,24.782 "/>
<polygon fill="#DEDFDC"
points="468.062,49.563 533.773,49.563 546.091,24.782 533.773,0 468.062,0 480.385,24.782 "/>
<polygon fill="#DEDFDC"
points="395.535,49.563 461.245,49.563 473.563,24.782 461.245,0 395.535,0 407.855,24.782 "/>
<polygon fill="#DEDFDC"
points="322.883,49.563 388.591,49.563 400.911,24.782 388.591,0 322.883,0 335.204,24.782 "/>
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points="250.231,49.563 315.939,49.563 328.26,24.782 315.939,0 250.231,0 262.551,24.782 "/>
<polygon fill="#DEDFDC"
points="177.456,49.563 243.165,49.563 255.484,24.782 243.165,0 177.456,0 189.776,24.782 "/>
<polygon fill="#DEDFDC"
points="104.804,49.563 170.513,49.563 182.832,24.782 170.513,0 104.804,0 117.123,24.782 "/>
<polygon fill="#DEDFDC" points="32.152,49.563 97.861,49.563 110.18,24.782 97.861,0 32.152,0 44.471,24.782 "/>
<text transform="matrix(0.7171 0 0 1 648.0056 28.4197)" font-family="'Open Sans'" font-size="14">pH</text>
<text transform="matrix(0.7171 0 0 1 705.9314 28.4197)" font-family="'Open Sans'" font-size="14">Temp.</text>
<text transform="matrix(0.7171 0 0 1 786.3503 21.4207)" enable-background="new ">
<tspan x="0" y="0" font-family="'Open Sans'" font-size="14">Alpha</tspan>
<tspan x="0" y="14" font-family="'Open Sans'" font-size="14">Value</tspan>
</text>
<text transform="matrix(0.7171 0 0 1 558.3435 21.4207)" enable-background="new ">
<tspan x="0" y="0" font-family="'Open Sans'" font-size="14">Particle</tspan>
<tspan x="0" y="14" font-family="'Open Sans'" font-size="14">Conc.</tspan>
</text>
<text transform="matrix(0.7171 0 0 1 493.5535 21.4197)" enable-background="new ">
<tspan x="0" y="0" font-family="'Open Sans'" font-size="14">Debye</tspan>
<tspan x="0" y="14" font-family="'Open Sans'" font-size="14">Length</tspan>
</text>
<text transform="matrix(0.7171 0 0 1 424.7673 21.4197)" enable-background="new ">
<tspan x="0" y="0" font-family="'Open Sans'" font-size="14">Salt</tspan>
<tspan x="0" y="14" font-family="'Open Sans'" font-size="14">Type</tspan>
</text>
<text transform="matrix(0.7171 0 0 1 343.5466 21.4207)" enable-background="new ">
<tspan x="0" y="0" font-family="'Open Sans'" font-size="14">Prep.</tspan>
<tspan x="0" y="14" font-family="'Open Sans'" font-size="14">Method</tspan>
</text>
<text transform="matrix(0.7171 0 0 1 266.092 14.4207)" enable-background="new ">
<tspan x="0" y="0" font-family="'Open Sans'" font-size="14">Dissolved</tspan>
<tspan x="15.958" y="14" font-family="'Open Sans'" font-size="14">NOM</tspan>
<tspan x="14.003" y="28" font-family="'Open Sans'" font-size="14">Conc.</tspan>
</text>
<text transform="matrix(0.7171 0 0 1 195.3167 21.4207)" enable-background="new ">
<tspan x="0" y="0" font-family="'Open Sans'" font-size="14">Dissolved</tspan>
<tspan x="-1.548" y="14" font-family="'Open Sans'" font-size="14">NOM Type</tspan>
</text>
<text transform="matrix(0.7171 0 0 1 134.8367 21.4197)" enable-background="new ">
<tspan x="0" y="0" font-family="'Open Sans'" font-size="14">NOM</tspan>
<tspan x="0" y="14" font-family="'Open Sans'" font-size="14">Layer</tspan>
</text>
<text transform="matrix(0.7171 0 0 1 54.8455 28.4197)" font-family="'Open Sans'" font-size="14">Shape</text>
<text transform="matrix(0.7171 0 0 1 -36.0208 28.4207)" font-family="'Open Sans'" font-size="14">Nanomaterial
</text>
</svg>
<div id="chart">
<div id="explanation" style="visibility: hidden;">
<span id="percentage"></span><br/>
of the available data satisfies this condition sequence.
</div>
</div>
</div>
<div id="sidebar">
<input type="checkbox" id="togglelegend"> Legend<br/>
<div id="legend" style="visibility: hidden;"></div>
</div>
<script type="text/javascript" src="sequences.js"></script>
<script type="text/javascript">
</script>
</body>
</html>
// Dimensions of sunburst.
var width = 800;
var height = 800;
var radius = Math.min(width, height) / 2;
// Breadcrumb dimensions: width, height, spacing, width of tip/tail.
var b = {
w: 65, h: 40, s: 6, t: 12
};
// Mapping of step names to colors.
var colors = {
"C60": "#e56400", // nano
"C60_20hUV": "#CE6413",// nano
"C60_7DUV": "#B76526",// nano
"ZnO": "#D6ABF2",// nano
"PS": "#AAF1B2",// nano
"MS2RNA": "#DE4F87",// nano
"BL21RNA": "#D8707E",// nano
"TiO2": "#A6a33d",// nano
"MWNTLO": "#CCE5FF",// nano
"MWNTHO": "#66B2FF",// nano
"MWNT": "#99CCFF",// nano
"sphere": "#F0ABF2",// shape
"ellipsoid": "#DEC9AB",// shape
"tube": "74116D", // shape
"none": "#D3D3D3", // NOM Layer and everything
"HHA": "#A0522D", // NOM Layer Variations on red
"EHA": "#A52A2A", // NOM Layer
"SRHA": "#800000", // NOM Layer
"HFA": "#B8860B", // NOM Layer
"Alg": "#808000", // NOM Layer
"NaCl": "#842DCE", // electrolyte
"CaCl2": "#009999", // electrolyte
"directSonic": "#008000", // Suspension protocol
"stock": "#ffa500", // Suspension protocol
"L.L.Ex.": "#5CACEE", // Suspension protocol
"<1nm": "#B0C4DE", // Debye
"1_10nm": "#B0E0E6", // Debye
"10_20nm": "#ADD8E6", // Debye
"20_30nm": "#87CEEB", // Debye
"30_40nm": "#87CEEB", // Debye
"40_50nm": "#87CEEB", // Debye
">50": "#87CEEB", // Debye
"0mgNOM/L": "#D3D3D3", // NOM concentration None color
"1mgNOM/L": "#F5DEB3", // NOM concentration
"5mgNOM/L": "#DEB887", // NOM concentration
"10mgNOM/L": "#D2B48C",// NOM concentration
"2.96mgNM/L": "#4A766E",//Particle Concentration
"5mgNM/L": "#2FAA96",//Particle Concentration
"5.8mgNM/L": "#8CD9D9",//Particle Concentration
"6mgNM/L": "#36DBCA",//Particle Concentration
"6.05mgNM/L": "#36DBCA",//Particle Concentration same color as below
"6.07mgNM/L": "#36DBCA",//Particle Concentration same color
"10mgNM/L": "#90FEFB",//Particle Concentration
"50mgNM/L": "#DAF4F0", //Particle Concentration
"100mgNM/L": "#DBFEF8", //Particle Concentration
"5.2": "#FFCCE6",// pH
"5.5": "#FF99CC",// pH
"5.6": "#FF66B3",// pH
"6.0": "#FF3399", // pH
"6.7": "#FF0080",// pH
"6.9": "#CC0066",// pH
"7.0": "#CC0066",// pH
"7.1": "#99004D",// pH
"7.8": "#660033",// pH
"8.0": "#471F33",// pH
"15C": "#FFA500",// temp
"20C": "#FF8C00",// temp
"25C": "#FF7F50",// temp
"35C": "#FF6347",// temp
"45C": "#FF4500",// temp
">=1": "#ff0000",// alpha
"0.1_1": "#0000ff",// alpha
"0.01_0.1": "#80ff00",// alpha
"0.001_0.01": "#ffff00",// alpha
"<0.001": "#FF6347"// alpha
};
// Total size of all segments; we set this later, after loading the data.
var totalSize = 0;
var vis = d3.select("#chart").append("svg:svg")
.attr("width", width + 50)
.attr("height", height)
.append("svg:g")
.attr("id", "container")
.attr("transform", "translate(" + width / 2 + "," + height / 2 + ")");
var partition = d3.layout.partition()
.size([2 * Math.PI, radius * radius])
.value(function (d) {
return d.size;
});
var arc = d3.svg.arc()
.startAngle(function (d) {
return d.x;
})
.endAngle(function (d) {
return d.x + d.dx;
})
.innerRadius(function (d) {
return Math.sqrt(d.y);
})
.outerRadius(function (d) {
return Math.sqrt(d.y + d.dy);
});
// Use d3.text and d3.csv.parseRows so that we do not need to have a header
// row, and can receive the csv as an array of arrays.
d3.text("enmExperimentalData.csv", function (text) {
var csv = d3.csv.parseRows(text);
var json = buildHierarchy(csv);
createVisualization(json);
});
// Main function to draw and set up the visualization, once we have the data.
function createVisualization(json) {
// Basic setup of page elements.
initializeBreadcrumbTrail();
drawLegend();
d3.select("#togglelegend").on("click", toggleLegend);
// Bounding circle underneath the sunburst, to make it easier to detect
// when the mouse leaves the parent g.
vis.append("svg:circle")
.attr("r", radius)
.style("opacity", 0);
// For efficiency, filter nodes to keep only those large enough to see.
var nodes = partition.nodes(json)
.filter(function (d) {
return (d.dx > 0.005); // 0.005 radians = 0.29 degrees
});
var path = vis.data([json]).selectAll("path")
.data(nodes)
.enter().append("svg:path")
.attr("display", function (d) {
return d.depth ? null : "none";
})
.attr("d", arc)
.attr("fill-rule", "evenodd")
.style("fill", function (d) {
return colors[d.name];
})
.style("opacity", 1)
.on("mouseover", mouseover);
// Add the mouseleave handler to the bounding circle.
d3.select("#container").on("mouseleave", mouseleave);
// Get total size of the tree = value of root node from partition.
totalSize = path.node().__data__.value;
};
// Fade all but the current sequence, and show it in the breadcrumb trail.
function mouseover(d) {
var percentage = (100 * d.value / totalSize).toPrecision(3);
var percentageString = percentage + "%";
if (percentage < 0.1) {
percentageString = "< 0.1%";
}
d3.select("#percentage")
.text(percentageString);
d3.select("#explanation")
.style("visibility", "");
var sequenceArray = getAncestors(d);
updateBreadcrumbs(sequenceArray, percentageString);
// Fade all the segments.
d3.selectAll("path")
.style("opacity", 0.1);
// Then highlight only those that are an ancestor of the current segment.
vis.selectAll("path")
.filter(function (node) {
return (sequenceArray.indexOf(node) >= 0);
})
.style("opacity", 1);
}
// Restore everything to full opacity when moving off the visualization.
function mouseleave(d) {
// Hide the breadcrumb trail
d3.select("#trail")
.style("visibility", "hidden");
// Deactivate all segments during transition.
d3.selectAll("path").on("mouseover", null);
// Transition each segment to full opacity and then reactivate it.
d3.selectAll("path")
.transition()
.duration(1000)
.style("opacity", 1)
.each("end", function () {
d3.select(this).on("mouseover", mouseover);
});
d3.select("#explanation")
.style("visibility", "hidden");
}
// Given a node in a partition layout, return an array of all of its ancestor
// nodes, highest first, but excluding the root.
function getAncestors(node) {
var path = [];
var current = node;
while (current.parent) {
path.unshift(current);
current = current.parent;
}
return path;
}
function initializeBreadcrumbTrail() {
// Add the svg area.
var trail = d3.select("#sequence").append("svg:svg")
.attr("width", width + 200) // ADD TO WIDTH TO FIT BETTER LOOKING BREADCRUMBTRAIL
.attr("height", 50)
.attr("id", "trail");
// Add the label at the end, for the percentage.
trail.append("svg:text")
.attr("id", "endlabel")
.style("fill", "#000");
}
// Generate a string that describes the points of a breadcrumb polygon.
function breadcrumbPoints(d, i) {
var points = [];
points.push("0,0");
points.push(b.w + ",0");
points.push(b.w + b.t + "," + (b.h / 2));
points.push(b.w + "," + b.h);
points.push("0," + b.h);
if (i > 0) { // Leftmost breadcrumb; don't include 6th vertex.
points.push(b.t + "," + (b.h / 2));
}
return points.join(" ");
}
// Update the breadcrumb trail to show the current sequence and percentage.
function updateBreadcrumbs(nodeArray, percentageString) {
// Data join; key function combines name and depth (= position in sequence).
var g = d3.select("#trail")
.selectAll("g")
.data(nodeArray, function (d) {
return d.name + d.depth;
});
// Add breadcrumb and label for entering nodes.
var entering = g.enter().append("svg:g");
entering.append("svg:polygon")
.attr("points", breadcrumbPoints)
.style("fill", function (d) {
return colors[d.name];
});
entering.append("svg:text")
.attr("x", (b.w + b.t) / 2)
.attr("y", b.h / 2)
.attr("dy", "0.35em")
.attr("dx", ".15em")
.attr("text-anchor", "middle")
.text(function (d) {
return d.name;
});
// Set position for entering and updating nodes.
g.attr("transform", function (d, i) {
return "translate(" + i * (b.w + b.s) + ", 0)";
});
// Remove exiting nodes.
g.exit().remove();
// Now move and update the percentage at the end.
d3.select("#trail").select("#endlabel")
.attr("x", (nodeArray.length + 0.5) * (b.w + b.s))
.attr("y", b.h / 2)
.attr("dy", "0.35em")
.attr("text-anchor", "middle")
.text(percentageString);
// Make the breadcrumb trail visible, if it's hidden.
d3.select("#trail")
.style("visibility", "");
}
function drawLegend() {
// Dimensions of legend item: width, height, spacing, radius of rounded rect.
var li = {
w: 100, h: 25, s: 3, r: 3
};
var legend = d3.select("#legend").append("svg:svg")
.attr("width", li.w)
.attr("height", d3.keys(colors).length * (li.h + li.s));
var g = legend.selectAll("g")
.data(d3.entries(colors))
.enter().append("svg:g")
.attr("transform", function (d, i) {
return "translate(0," + i * (li.h + li.s) + ")";
});
g.append("svg:rect")
.attr("rx", li.r)
.attr("ry", li.r)
.attr("width", li.w)
.attr("height", li.h)
.style("fill", function (d) {
return d.value;
});
g.append("svg:text")
.attr("x", li.w / 2)
.attr("y", li.h / 2)
.attr("dy", "0.35em")
.attr("text-anchor", "middle")
.text(function (d) {
return d.key;
});
}
function toggleLegend() {
var legend = d3.select("#legend");
if (legend.style("visibility") == "hidden") {
legend.style("visibility", "");
} else {
legend.style("visibility", "hidden");
}
}
// Take a 2-column CSV and transform it into a hierarchical structure suitable
// for a partition layout. The first column is a sequence of step names, from
// root to leaf, separated by hyphens. The second column is a count of how
// often that sequence occurred.
function buildHierarchy(csv) {
var root = {"name": "root", "children": []};
for (var i = 0; i < csv.length; i++) {
var sequence = csv[i][0];
var size = +csv[i][1];
if (isNaN(size)) { // e.g. if this is a header row
continue;
}
var parts = sequence.split("-");
var currentNode = root;
for (var j = 0; j < parts.length; j++) {
var children = currentNode["children"];
var nodeName = parts[j];
var childNode;
if (j + 1 < parts.length) {
// Not yet at the end of the sequence; move down the tree.
var foundChild = false;
for (var k = 0; k < children.length; k++) {
if (children[k]["name"] == nodeName) {
childNode = children[k];
foundChild = true;
break;
}
}
// If we don't already have a child node for this branch, create it.
if (!foundChild) {
childNode = {"name": nodeName, "children": []};
children.push(childNode);
}
currentNode = childNode;
} else {
// Reached the end of the sequence; create a leaf node.
childNode = {"name": nodeName, "size": size};
children.push(childNode);
}
}
}
return root;
};
nmId shape nomLayer dissNomType dissNomConcBin prepMethod saltType debyeLengthBin concPumpBin pH tempBin depAttEffBin
0 C60 sphere none none 0mgNOM/L L.L.Ex. NaCl 1_10nm 6mgENM/L 6.7 15C 0.1_1
1 C60-20hUV ellipsoid HHA SRHA 1mgNOM/L directSonic CaCl2 <1nm 6.05mgENM/L 5.6 25C 0.01_0.1
2 C60-7DUV tube HFA EHA 5mgNOM/L stock 10_20nm 5mgENM/L 6.0 35C >=1
3 ZnO SRHA Alg 10mgNOM/L 40_50nm 10mgENM/L 7.8 45C 0.001_0.01
4 PS EHA 30_40nm 2.96mgENM/L 7.0 20C <0.001
5 MS2RNA Alg >50 5.8mgENM/L 5.2
6 BL21RNA 20_30nm 6.07mgENM/L 5.5
7 MWNT 50mgENM/L 8.0
8 TiO2 100mgENM/L 6.9
9 MWNTLO 7.1
10 MWNTHO
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