From 8888fa58eeeae07a669f207e0f13014261ca870b Mon Sep 17 00:00:00 2001 From: "Brian E. Granger" Date: Sun, 1 Oct 2017 20:01:34 -0700 Subject: [PATCH 01/14] Initial draft of JOSS paper. --- paper/figures | 0 paper/paper.bib | 67 +++++++++++++++++++++++++++++++++++++++++++++++++ paper/paper.md | 48 +++++++++++++++++++++++++++++++++++ 3 files changed, 115 insertions(+) create mode 100644 paper/figures create mode 100644 paper/paper.bib create mode 100644 paper/paper.md diff --git a/paper/figures b/paper/figures new file mode 100644 index 000000000..e69de29bb diff --git a/paper/paper.bib b/paper/paper.bib new file mode 100644 index 000000000..b5062164a --- /dev/null +++ b/paper/paper.bib @@ -0,0 +1,67 @@ +@article{2011-d3, + title = {D3: Data-Driven Documents}, + author = {Michael Bostock AND Vadim Ogievetsky AND Jeffrey Heer}, + journal = {IEEE Trans. Visualization \& Comp. Graphics (Proc. InfoVis)}, + year = {2011}, + url = {http://idl.cs.washington.edu/papers/d3}, +} + +@article{2017-vega-lite, + title = {Vega-Lite: A Grammar of Interactive Graphics}, + author = {Arvind Satyanarayan AND Dominik Moritz AND Kanit Wongsuphasawat AND Jeffrey Heer}, + journal = {IEEE Trans. Visualization \& Comp. Graphics (Proc. InfoVis)}, + year = {2017}, + url = {http://idl.cs.washington.edu/papers/vega-lite}, +} + +@InProceedings{ mckinney-proc-scipy-2010, + author = { Wes McKinney }, + title = { Data Structures for Statistical Computing in Python }, + booktitle = { Proceedings of the 9th Python in Science Conference }, + pages = { 51 - 56 }, + year = { 2010 }, + editor = { St\'efan van der Walt and Jarrod Millman } +} + +@Manual{, + title = {R: A Language and Environment for Statistical Computing}, + author = {{R Core Team}}, + organization = {R Foundation for Statistical Computing}, + address = {Vienna, Austria}, + year = {2013}, + url = {http://www.R-project.org/}, +} + +@Article{Hunter:2007, + Author = {Hunter, J. D.}, + Title = {Matplotlib: A 2D graphics environment}, + Journal = {Computing In Science \& Engineering}, + Volume = {9}, + Number = {3}, + Pages = {90--95}, + abstract = {Matplotlib is a 2D graphics package used for Python + for application development, interactive scripting, and + publication-quality image generation across user + interfaces and operating systems.}, + publisher = {IEEE COMPUTER SOC}, + doi = {10.1109/MCSE.2007.55}, + year = 2007 +} + +@Book{, + author = {Hadley Wickham}, + title = {ggplot2: Elegant Graphics for Data Analysis}, + publisher = {Springer-Verlag New York}, + year = {2009}, + isbn = {978-0-387-98140-6}, + url = {http://ggplot2.org}, +} + +@book{Wilkinson:2005:GG:1088896, + author = {Wilkinson, Leland}, + title = {The Grammar of Graphics (Statistics and Computing)}, + year = {2005}, + isbn = {0387245448}, + publisher = {Springer-Verlag New York, Inc.}, + address = {Secaucus, NJ, USA}, +} diff --git a/paper/paper.md b/paper/paper.md new file mode 100644 index 000000000..ee7618dd3 --- /dev/null +++ b/paper/paper.md @@ -0,0 +1,48 @@ +--- +title: 'Altair: a declarative statistical visualization library for Python' +tags: + - Python + - visualization + - statistics + - Jupyter +authors: + - name: Jacob VanderPlas + orcid: 0000-0002-9623-3401 + affiliation: 1 + - name: Brian E. Granger + orcid: 0000-0002-5223-6168 + affiliation: 2 +affiliations: + - name: University of Washington + index: 1 + - name: California Polytechnic State University + index: 2 +date: 01 October 2017 +bibliography: paper.bib +--- + +# Summary + +Altair is a statistical visualization library for Python. Statistical visualization is a constrained subset of data visualization focused on the creation of visualizations +that are helpful in statistical modeling. The constrained model of statistical visualization is usually expressed in terms of a visualization grammar [] that specifies how input data is transformed and mapped to visual properties (position, color, size, etc.). + +Altair is based on the Vega-Lite visualization grammar [], which allows a wide range of statistical +visualizations to be expressed using a small number of grammar primitives. Vega-Lite is declarative; visualizations are specified using JSON data that follows the Vega-Lite JSON schema. +As a Python library, Altair provides an API oriented towards scientists and data scientists +doing exploratory data analysis []. Altair's Python API emits Vega-Lite JSON data, which is then +rendered in a user-interface such as the Jupyter Notebook, JupyterLab or nteract using the +Vega-Lite JavaScript library []. + +The declarative nature of the Vega-Lite visualization grammar, and its encoding in a formal +JSON schema, provide Altair with a number of benefits. First, much of the Altair Python code, +tests, and examples are autogenerated from the Vega-Lite JSON schema, ensuring strict conformance +with the Vega-Lite specification. Second, the JSON data produced by Altair and consumed by Vega-Lite provides a natural serialization and file format for statistical visualizations. This is leveraged by JupyterLab, which provides built-in rendering of these files. Third, the JSON data +provides a clean integration point for non-programming based visualization user-interfaces such as Voyager []. + +In addition to static documentation [], Altair includes a set of Jupyter Notebooks with examples +and an interactive tutorial. These notebooks can be by anyone with only a web-browser through +binder []. + +What example to show? + +# References From 1feb413276dc0d96ea704ce9ec91ead49c90afd9 Mon Sep 17 00:00:00 2001 From: "Brian E. Granger" Date: Tue, 10 Oct 2017 10:42:08 -0700 Subject: [PATCH 02/14] Updates to refs and vega/d3 description. --- paper/paper.bib | 8 ++++++++ paper/paper.md | 2 +- 2 files changed, 9 insertions(+), 1 deletion(-) diff --git a/paper/paper.bib b/paper/paper.bib index b5062164a..6738d5d4a 100644 --- a/paper/paper.bib +++ b/paper/paper.bib @@ -65,3 +65,11 @@ @book{Wilkinson:2005:GG:1088896 publisher = {Springer-Verlag New York, Inc.}, address = {Secaucus, NJ, USA}, } + +@article{2016-reactive-vega-architecture, + title = {Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization}, + author = {Arvind Satyanarayan AND Ryan Russell AND Jane Hoffswell AND Jeffrey Heer}, + journal = {IEEE Trans. Visualization \& Comp. Graphics (Proc. InfoVis)}, + year = {2016}, + url = {http://idl.cs.washington.edu/papers/reactive-vega-architecture}, +} \ No newline at end of file diff --git a/paper/paper.md b/paper/paper.md index ee7618dd3..4f470a908 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -31,7 +31,7 @@ visualizations to be expressed using a small number of grammar primitives. Vega- As a Python library, Altair provides an API oriented towards scientists and data scientists doing exploratory data analysis []. Altair's Python API emits Vega-Lite JSON data, which is then rendered in a user-interface such as the Jupyter Notebook, JupyterLab or nteract using the -Vega-Lite JavaScript library []. +Vega-Lite JavaScript library []. Vega-Lite JSON is compiled to a full Vega specification [], which is then parsed and executed using a reactive runtime that internally makes use of D3.js []. The declarative nature of the Vega-Lite visualization grammar, and its encoding in a formal JSON schema, provide Altair with a number of benefits. First, much of the Altair Python code, From b1ac107e937012dcbef29637de1488aae10d76f6 Mon Sep 17 00:00:00 2001 From: "Brian E. Granger" Date: Tue, 10 Oct 2017 10:42:31 -0700 Subject: [PATCH 03/14] More bib updates. --- paper/paper.bib | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/paper/paper.bib b/paper/paper.bib index 6738d5d4a..3c6815c42 100644 --- a/paper/paper.bib +++ b/paper/paper.bib @@ -72,4 +72,5 @@ @article{2016-reactive-vega-architecture journal = {IEEE Trans. Visualization \& Comp. Graphics (Proc. InfoVis)}, year = {2016}, url = {http://idl.cs.washington.edu/papers/reactive-vega-architecture}, -} \ No newline at end of file +} + From 9493e0f05fe498e306c42edf9a061a031bccd636 Mon Sep 17 00:00:00 2001 From: "Brian E. Granger" Date: Sun, 20 May 2018 09:11:05 -0700 Subject: [PATCH 04/14] Update author list with orcid/affiliations --- paper/paper.md | 41 ++++++++++++++++++++++++++++++----------- 1 file changed, 30 insertions(+), 11 deletions(-) diff --git a/paper/paper.md b/paper/paper.md index 4f470a908..04ab6c971 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -6,18 +6,37 @@ tags: - statistics - Jupyter authors: - - name: Jacob VanderPlas - orcid: 0000-0002-9623-3401 - affiliation: 1 - - name: Brian E. Granger - orcid: 0000-0002-5223-6168 - affiliation: 2 + - name: Jacob VanderPlas + orcid: 0000-0002-9623-3401 + affiliation: 1 + - name: Brian E. Granger + orcid: 0000-0002-5223-6168 + affiliation: 2 + - name: Jeffrey Heer + orcid: 0000-0002-6175-1655 + affiliation: University of Washington + - name: Eitan Lees + orcid: 0000-0003-0988-6015 + affiliation: 4 + - name: Dominik Moritz + orcid: 0000-0002-3110-1053 + affiliation: 1 + - name: Scott Sievert + orcid: 0000-0002-4275-3452 + affiliation: 3 + - name: Kanit Wongsuphasawat + orcid: 0000-0001-7231-279X + affiliation: University of Washington affiliations: - - name: University of Washington - index: 1 - - name: California Polytechnic State University - index: 2 -date: 01 October 2017 + - name: University of Washington + index: 1 + - name: California Polytechnic State University, San Luis Obispo + index: 2 + - name: University of Wisconsin, Madison + index: 3 + - name: Florida State University + index: 4 +date: 01 June 2018 bibliography: paper.bib --- From afc1d0d59acd433509952a6fa6bcd0556d26cb26 Mon Sep 17 00:00:00 2001 From: "Brian E. Granger" Date: Sun, 20 May 2018 16:04:20 -0700 Subject: [PATCH 05/14] Add Ben Welsh and fix affiliations. --- paper/paper.md | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/paper/paper.md b/paper/paper.md index 04ab6c971..9167b67a7 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -14,7 +14,7 @@ authors: affiliation: 2 - name: Jeffrey Heer orcid: 0000-0002-6175-1655 - affiliation: University of Washington + affiliation: 1 - name: Eitan Lees orcid: 0000-0003-0988-6015 affiliation: 4 @@ -24,9 +24,12 @@ authors: - name: Scott Sievert orcid: 0000-0002-4275-3452 affiliation: 3 + - name: Ben Welsh + orcid: 0000-0002-5200-7269 + affiliation: 5 - name: Kanit Wongsuphasawat orcid: 0000-0001-7231-279X - affiliation: University of Washington + affiliation: 1 affiliations: - name: University of Washington index: 1 @@ -36,6 +39,8 @@ affiliations: index: 3 - name: Florida State University index: 4 + - name: Los Angeles Times Data Desk + index: 5 date: 01 June 2018 bibliography: paper.bib --- From ca2fb1dcb90a983a2a4d7c20d6f6fd26d5eba1da Mon Sep 17 00:00:00 2001 From: Dominik Moritz Date: Tue, 7 Aug 2018 21:48:13 -0700 Subject: [PATCH 06/14] Update paper draft --- paper/paper.bib | 70 ++++++++++++++++++------------------------------- paper/paper.md | 61 +++++++++++++++++++++++------------------- 2 files changed, 59 insertions(+), 72 deletions(-) diff --git a/paper/paper.bib b/paper/paper.bib index 3c6815c42..c9968bfc8 100644 --- a/paper/paper.bib +++ b/paper/paper.bib @@ -14,63 +14,43 @@ @article{2017-vega-lite url = {http://idl.cs.washington.edu/papers/vega-lite}, } -@InProceedings{ mckinney-proc-scipy-2010, - author = { Wes McKinney }, - title = { Data Structures for Statistical Computing in Python }, - booktitle = { Proceedings of the 9th Python in Science Conference }, - pages = { 51 - 56 }, - year = { 2010 }, - editor = { St\'efan van der Walt and Jarrod Millman } +@inproceedings{2017-voyager2, + title = {Voyager 2: Augmenting Visual Analysis with Partial View Specifications}, + author = {Kanit Wongsuphasawat AND Zening Qu AND Dominik Moritz AND Riley Chang AND Felix Ouk AND Anushka Anand AND Jock Mackinlay AND Bill Howe AND Jeffrey Heer}, + booktitle = {ACM Human Factors in Computing Systems (CHI)}, + year = {2017}, + url = {http://idl.cs.washington.edu/papers/voyager2}, } -@Manual{, - title = {R: A Language and Environment for Statistical Computing}, - author = {{R Core Team}}, - organization = {R Foundation for Statistical Computing}, - address = {Vienna, Austria}, - year = {2013}, - url = {http://www.R-project.org/}, +@article{2016-voyager, + title = {Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations}, + author = {Kanit Wongsuphasawat AND Dominik Moritz AND Anushka Anand AND Jock Mackinlay AND Bill Howe AND Jeffrey Heer}, + journal = {IEEE Trans. Visualization \& Comp. Graphics (Proc. InfoVis)}, + year = {2016}, + url = {http://idl.cs.washington.edu/papers/voyager}, } -@Article{Hunter:2007, - Author = {Hunter, J. D.}, - Title = {Matplotlib: A 2D graphics environment}, - Journal = {Computing In Science \& Engineering}, - Volume = {9}, - Number = {3}, - Pages = {90--95}, - abstract = {Matplotlib is a 2D graphics package used for Python - for application development, interactive scripting, and - publication-quality image generation across user - interfaces and operating systems.}, - publisher = {IEEE COMPUTER SOC}, - doi = {10.1109/MCSE.2007.55}, - year = 2007 +@article{2016-reactive-vega-architecture, + title = {Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization}, + author = {Arvind Satyanarayan AND Ryan Russell AND Jane Hoffswell AND Jeffrey Heer}, + journal = {IEEE Trans. Visualization \& Comp. Graphics (Proc. InfoVis)}, + year = {2016}, + url = {http://idl.cs.washington.edu/papers/reactive-vega-architecture}, } -@Book{, - author = {Hadley Wickham}, - title = {ggplot2: Elegant Graphics for Data Analysis}, - publisher = {Springer-Verlag New York}, - year = {2009}, - isbn = {978-0-387-98140-6}, - url = {http://ggplot2.org}, +@book{1977-exploratory, + title={Exploratory data analysis}, + author={Tukey, John W}, + volume={2}, + year={1977}, + publisher={Reading, Mass.} } -@book{Wilkinson:2005:GG:1088896, +@book{2005-grammar, author = {Wilkinson, Leland}, title = {The Grammar of Graphics (Statistics and Computing)}, year = {2005}, isbn = {0387245448}, publisher = {Springer-Verlag New York, Inc.}, address = {Secaucus, NJ, USA}, -} - -@article{2016-reactive-vega-architecture, - title = {Reactive Vega: A Streaming Dataflow Architecture for Declarative Interactive Visualization}, - author = {Arvind Satyanarayan AND Ryan Russell AND Jane Hoffswell AND Jeffrey Heer}, - journal = {IEEE Trans. Visualization \& Comp. Graphics (Proc. InfoVis)}, - year = {2016}, - url = {http://idl.cs.washington.edu/papers/reactive-vega-architecture}, } - diff --git a/paper/paper.md b/paper/paper.md index 9167b67a7..125cd6498 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -17,16 +17,13 @@ authors: affiliation: 1 - name: Eitan Lees orcid: 0000-0003-0988-6015 - affiliation: 4 + affiliation: 3 - name: Dominik Moritz orcid: 0000-0002-3110-1053 affiliation: 1 - - name: Scott Sievert - orcid: 0000-0002-4275-3452 - affiliation: 3 - name: Ben Welsh orcid: 0000-0002-5200-7269 - affiliation: 5 + affiliation: 4 - name: Kanit Wongsuphasawat orcid: 0000-0001-7231-279X affiliation: 1 @@ -35,38 +32,48 @@ affiliations: index: 1 - name: California Polytechnic State University, San Luis Obispo index: 2 - - name: University of Wisconsin, Madison - index: 3 - name: Florida State University - index: 4 + index: 3 - name: Los Angeles Times Data Desk - index: 5 -date: 01 June 2018 + index: 4 +date: 07 August 2018 bibliography: paper.bib --- # Summary -Altair is a statistical visualization library for Python. Statistical visualization is a constrained subset of data visualization focused on the creation of visualizations -that are helpful in statistical modeling. The constrained model of statistical visualization is usually expressed in terms of a visualization grammar [] that specifies how input data is transformed and mapped to visual properties (position, color, size, etc.). +Altair is a statistical visualization library for Python. +Statistical visualization is a constrained subset of data visualization focused on the creation of visualizations +that are helpful in statistical modeling. The constrained model of statistical visualization is usually expressed +in terms of a visualization grammar [] that specifies how input data is transformed and mapped to visual properties +(position, color, size, etc.). -Altair is based on the Vega-Lite visualization grammar [], which allows a wide range of statistical -visualizations to be expressed using a small number of grammar primitives. Vega-Lite is declarative; visualizations are specified using JSON data that follows the Vega-Lite JSON schema. -As a Python library, Altair provides an API oriented towards scientists and data scientists -doing exploratory data analysis []. Altair's Python API emits Vega-Lite JSON data, which is then -rendered in a user-interface such as the Jupyter Notebook, JupyterLab or nteract using the -Vega-Lite JavaScript library []. Vega-Lite JSON is compiled to a full Vega specification [], which is then parsed and executed using a reactive runtime that internally makes use of D3.js []. +Altair is based on the Vega-Lite visualization grammar [@2017-vega-lite], which allows a wide range of statistical +visualizations to be expressed using a small number of grammar primitives. Vega-Lite is declarative; visualizations +are specified using JSON data that follows the [Vega-Lite JSON schema](https://github.com/vega/schema). +As a Python library, Altair provides an API oriented towards scientists and data scientists doing exploratory data +analysis [@1977-exploratory]. Altair's Python API emits Vega-Lite JSON data, which is then rendered in a user-interface +such as the Jupyter Notebook, JupyterLab or nteract using the +[Vega-Lite JavaScript library](https://vega.github.io/vega-lite/). Vega-Lite JSON is compiled to a full Vega +specification [@2016-reactive-vega-architecture], which is then parsed and executed using a reactive runtime that +internally makes use of D3.js [@2011-d3]. -The declarative nature of the Vega-Lite visualization grammar, and its encoding in a formal -JSON schema, provide Altair with a number of benefits. First, much of the Altair Python code, -tests, and examples are autogenerated from the Vega-Lite JSON schema, ensuring strict conformance -with the Vega-Lite specification. Second, the JSON data produced by Altair and consumed by Vega-Lite provides a natural serialization and file format for statistical visualizations. This is leveraged by JupyterLab, which provides built-in rendering of these files. Third, the JSON data -provides a clean integration point for non-programming based visualization user-interfaces such as Voyager []. +The declarative nature of the Vega-Lite visualization grammar [@2005-grammar], and its encoding in a formal JSON schema, +provide Altair with a number of benefits. First, much of the Altair Python code, tests, and examples are autogenerated +from the Vega-Lite JSON schema, ensuring strict conformance with the Vega-Lite specification. Second, the JSON data +produced by Altair and consumed by Vega-Lite provides a natural serialization and file format for statistical +visualizations. This is leveraged by JupyterLab, which provides built-in rendering of these files. Third, the JSON data +provides a clean integration point for non-programming based visualization user-interfaces such as Voyager +[@2016-voyager,@2017-voyager2]. Fourth, Vega-Lite implements a view composition algebra in conjunction with a novel +grammar of interactions [@2017-vega-lite] that allow users to specify interactive charts in an few lines of code. -In addition to static documentation [], Altair includes a set of Jupyter Notebooks with examples -and an interactive tutorial. These notebooks can be by anyone with only a web-browser through -binder []. +In addition to [static documentation](https://altair-viz.github.io/), Altair includes a set of Jupyter Notebooks with +examples and an interactive tutorial. These notebooks can be by anyone with only a web-browser through +[binder](https://mybinder.org/). What example to show? -# References +# Acknowledgements + +We thank the many contributors that created examples, wrote documentation, and reported bugs. You can find an up-to-date +list of contributors at https://github.com/altair-viz/altair/graphs/contributors. From 7e3b75c7729354b8f77ba5a0abd463aabf851bd1 Mon Sep 17 00:00:00 2001 From: Dominik Moritz Date: Wed, 15 Aug 2018 09:19:22 -0700 Subject: [PATCH 07/14] Update paper.md --- paper/paper.md | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/paper/paper.md b/paper/paper.md index 125cd6498..a552fe62b 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -21,12 +21,16 @@ authors: - name: Dominik Moritz orcid: 0000-0002-3110-1053 affiliation: 1 + - name: Ilia Timofeev + orcid: 0000-0003-1795-943X + affiliation: 4 - name: Ben Welsh orcid: 0000-0002-5200-7269 - affiliation: 4 + affiliation: 5 - name: Kanit Wongsuphasawat orcid: 0000-0001-7231-279X affiliation: 1 + affiliations: - name: University of Washington index: 1 @@ -34,8 +38,10 @@ affiliations: index: 2 - name: Florida State University index: 3 - - name: Los Angeles Times Data Desk + - name: TTS Consulting index: 4 + - name: Los Angeles Times Data Desk + index: 5 date: 07 August 2018 bibliography: paper.bib --- From 6e995d0a515cfc6751ab83b9181f142a713d86d6 Mon Sep 17 00:00:00 2001 From: Dominik Moritz Date: Wed, 15 Aug 2018 10:05:46 -0700 Subject: [PATCH 08/14] Examples are not auto generated --- paper/paper.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paper/paper.md b/paper/paper.md index a552fe62b..4a803cdd7 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -65,7 +65,7 @@ specification [@2016-reactive-vega-architecture], which is then parsed and execu internally makes use of D3.js [@2011-d3]. The declarative nature of the Vega-Lite visualization grammar [@2005-grammar], and its encoding in a formal JSON schema, -provide Altair with a number of benefits. First, much of the Altair Python code, tests, and examples are autogenerated +provide Altair with a number of benefits. First, much of the Altair Python code and tests are autogenerated from the Vega-Lite JSON schema, ensuring strict conformance with the Vega-Lite specification. Second, the JSON data produced by Altair and consumed by Vega-Lite provides a natural serialization and file format for statistical visualizations. This is leveraged by JupyterLab, which provides built-in rendering of these files. Third, the JSON data From a8699db81d44ce9fda00eebf61bd99ecb5f07673 Mon Sep 17 00:00:00 2001 From: Dominik Moritz Date: Wed, 3 Oct 2018 17:38:38 -0700 Subject: [PATCH 09/14] Fix typo --- paper/paper.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paper/paper.md b/paper/paper.md index 4a803cdd7..d54961be2 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -74,7 +74,7 @@ provides a clean integration point for non-programming based visualization user- grammar of interactions [@2017-vega-lite] that allow users to specify interactive charts in an few lines of code. In addition to [static documentation](https://altair-viz.github.io/), Altair includes a set of Jupyter Notebooks with -examples and an interactive tutorial. These notebooks can be by anyone with only a web-browser through +examples and an interactive tutorial. These notebooks can be read by anyone with only a web-browser through [binder](https://mybinder.org/). What example to show? From 793cdb3dcbb1ffb7ca7c527a7b8c990415fc50b1 Mon Sep 17 00:00:00 2001 From: Dominik Moritz Date: Fri, 5 Oct 2018 13:59:46 -0700 Subject: [PATCH 10/14] Group authors by affiliation except jake and brian and the main authors --- paper/paper.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/paper/paper.md b/paper/paper.md index d54961be2..57a66705b 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -15,21 +15,21 @@ authors: - name: Jeffrey Heer orcid: 0000-0002-6175-1655 affiliation: 1 - - name: Eitan Lees - orcid: 0000-0003-0988-6015 - affiliation: 3 - name: Dominik Moritz orcid: 0000-0002-3110-1053 affiliation: 1 + - name: Kanit Wongsuphasawat + orcid: 0000-0001-7231-279X + affiliation: 1 + - name: Eitan Lees + orcid: 0000-0003-0988-6015 + affiliation: 3 - name: Ilia Timofeev orcid: 0000-0003-1795-943X affiliation: 4 - name: Ben Welsh orcid: 0000-0002-5200-7269 affiliation: 5 - - name: Kanit Wongsuphasawat - orcid: 0000-0001-7231-279X - affiliation: 1 affiliations: - name: University of Washington From 9d915beefd9c7fc73a2a9a6c564bcb0f1ef56897 Mon Sep 17 00:00:00 2001 From: Dominik Moritz Date: Fri, 5 Oct 2018 14:32:28 -0700 Subject: [PATCH 11/14] Add and describe example --- paper/figures | 0 paper/paper.md | 18 ++++++++++++++---- paper/seattle_weather_interactive.png | Bin 0 -> 188172 bytes 3 files changed, 14 insertions(+), 4 deletions(-) delete mode 100644 paper/figures create mode 100644 paper/seattle_weather_interactive.png diff --git a/paper/figures b/paper/figures deleted file mode 100644 index e69de29bb..000000000 diff --git a/paper/paper.md b/paper/paper.md index 57a66705b..1550e5caf 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -51,8 +51,8 @@ bibliography: paper.bib Altair is a statistical visualization library for Python. Statistical visualization is a constrained subset of data visualization focused on the creation of visualizations that are helpful in statistical modeling. The constrained model of statistical visualization is usually expressed -in terms of a visualization grammar [] that specifies how input data is transformed and mapped to visual properties -(position, color, size, etc.). +in terms of a visualization grammar [2005-grammar] that specifies how input data is transformed and mapped to visual +properties (position, color, size, etc.). Altair is based on the Vega-Lite visualization grammar [@2017-vega-lite], which allows a wide range of statistical visualizations to be expressed using a small number of grammar primitives. Vega-Lite is declarative; visualizations @@ -65,7 +65,7 @@ specification [@2016-reactive-vega-architecture], which is then parsed and execu internally makes use of D3.js [@2011-d3]. The declarative nature of the Vega-Lite visualization grammar [@2005-grammar], and its encoding in a formal JSON schema, -provide Altair with a number of benefits. First, much of the Altair Python code and tests are autogenerated +provide Altair with a number of benefits. First, much of the Altair Python code and tests are generated from the Vega-Lite JSON schema, ensuring strict conformance with the Vega-Lite specification. Second, the JSON data produced by Altair and consumed by Vega-Lite provides a natural serialization and file format for statistical visualizations. This is leveraged by JupyterLab, which provides built-in rendering of these files. Third, the JSON data @@ -77,7 +77,17 @@ In addition to [static documentation](https://altair-viz.github.io/), Altair inc examples and an interactive tutorial. These notebooks can be read by anyone with only a web-browser through [binder](https://mybinder.org/). -What example to show? +-![Seattle Weather Interactive Visualization](seattle_weather_interactive.png) + +The example above is an interactive Altair visualization of the weather in Seattle. The plot on the *left* shows the +initial state: a scatterplot showing the temperature and dominant weather type between January and December, and a bar +chart showing the counts grouped by weather type. The plot in the *middle* shows a brush that the user has drawn to +focus on the summers; which are dominantly sunny. In the last plot on the *right*, the user has clicked on the a bar +to filter the scatterplot. + +These interactions are achieved through two selections: an interval selection on the scatterplot and a multi selection +on the bar chart. The selections drive filters in the other plot. The code for this and other examples is in the +[Altair gallery](https://altair-viz.github.io/gallery/). # Acknowledgements diff --git a/paper/seattle_weather_interactive.png b/paper/seattle_weather_interactive.png new file mode 100644 index 0000000000000000000000000000000000000000..32c34815358e57d58c91c6f2135ab708e4e4013f GIT binary patch literal 188172 zcmZ_01zc87^F9oSbazUZba!{Bba!`1HwYpv-Hmihr_v?eEe(Qn{?Cm*@jmbG>*x64 zz7Ko$?9T4YTyxDV5lRY@h;VptU|?W~(o$k7U|>+OU|+#0|#ghZ>6T`swpqWW8z@PU}WlGY{u~3&Jk!02FCZE z2l!}b=4wRz-p5jiNB8n-}p%_U0oe{7#Tf0JQzG!862D~7@4`bxfz*Q7+F~8ffn>Gp7yRr z@9FJb$o_QluYSbLTuhv;99^v(?1@4B8W}sdx$={ef?o9Re}Bg5YGwYPH`%-Vofa@b zM$m50$ z0rtO-{P(^8ZLjETWd_U-^cn%?zwQ6~-v72&vUG5D0A%fKWg>0wYUT{Q?C;b68sI;- z_}dpBBS>8TCB8pv^Kuth9052!#(yug09@FQN^&qTAuwq%VYT<*NA1u)1T!;Ff^~ZB zTJiJ?wLA7q-wk;n^`$JqMLghQ!N7a)(PYr1R*7ICr65AKi6BSg_Ph=K9yU&%aSO^$%U9Y+rHv##BLznz{)bBn z86xZg2TD>Hf?Vhyt{k+S?&wo+*jTXt`zk;M$2kwLJ{ z7f$xBD@g@F{=)^u+wtljyN{KCw5*oR5AV+Xr!mHYA-elO|LOZjV%L6gHbZ!2v&-(? 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zdSGx0yFSQ@^%2AYe9`TLZI6PxaA`JGr1{wNiYz7ypr-{@5|YAxJ_04XuoOLsxnF;vV;%ttQjGHVh*{D4a2A@NQ6=)36MI^%~w^LvdjM(A&SzF7tq zc9}LTw;sqVGnR*DN71l-7$H+ZUt+Y|bc_^D8a*@17iV5By(+g{Rj0dUL$WXHHQ7Z) zlZZ3FP0nsX6Vl&M!$U<8brIuw%$+aegzZ*J1y^YC61D6I3z0bZcddnn$H$GOvGkBW z@vRXVY%b4KQP-lxzq!Z*Tg`OG-N|OGqwqZAXRs6bN|*dE>rtkY#Bml3PW0j zErh&iWB9aGWzxzFGM$FdVAXfOxULe!l;4yaa5n|zUgqV8(^UmGKMQ)1vbueEu2?&- z$Hs~JBm*vG{^?7**u-OJ&ddv_zE3DbE3{oH<{ump$YzwJ972!31u}0HM#u0c!oK|{ z!tM$7e!yL)2oW}hPWCt@@x1=HuNsyY1K*ze$M$R78Y=A5wQRhIy*z z*lIK(LyAzt9fe(})N$xeB6Ay1srO>&o~$y_)E$c=#!Czd#5XS?d@NZJTS5nCJoC7-n*S3HBu(^-dA^n?(O?71`T_PR1rtO92&1o&*X^ z7<&;{=63U=|BnKIajxT!E!)8jnqG*a;XfDfFL31F%S?OE z@WxjDzwa^l%N36EgX-aDPSf+h?p68+EP`Je4>{udYcuaQE&ihM!3%C}$if6VvsbOec7Q!~5%Pb8XL bzkht?!!Nbp90F6v;2%XfHQ79AlYsvZsBnGn literal 0 HcmV?d00001 From 17c6039cb6730e1b1cd73e9ceb11ee6dfea1b31a Mon Sep 17 00:00:00 2001 From: Dominik Moritz Date: Fri, 5 Oct 2018 14:42:47 -0700 Subject: [PATCH 12/14] Highlight interactive --- paper/paper.md | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/paper/paper.md b/paper/paper.md index 1550e5caf..5a1171355 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -1,5 +1,5 @@ --- -title: 'Altair: a declarative statistical visualization library for Python' +title: 'Altair: interactive statistical visualizations for Python' tags: - Python - visualization @@ -48,21 +48,22 @@ bibliography: paper.bib # Summary -Altair is a statistical visualization library for Python. +Altair is a declarative statistical visualization library for Python. Statistical visualization is a constrained subset of data visualization focused on the creation of visualizations that are helpful in statistical modeling. The constrained model of statistical visualization is usually expressed in terms of a visualization grammar [2005-grammar] that specifies how input data is transformed and mapped to visual properties (position, color, size, etc.). Altair is based on the Vega-Lite visualization grammar [@2017-vega-lite], which allows a wide range of statistical -visualizations to be expressed using a small number of grammar primitives. Vega-Lite is declarative; visualizations -are specified using JSON data that follows the [Vega-Lite JSON schema](https://github.com/vega/schema). -As a Python library, Altair provides an API oriented towards scientists and data scientists doing exploratory data -analysis [@1977-exploratory]. Altair's Python API emits Vega-Lite JSON data, which is then rendered in a user-interface -such as the Jupyter Notebook, JupyterLab or nteract using the +visualizations to be expressed using a small number of grammar primitives. Vega-Lite implements a view composition +algebra in conjunction with a novel grammar of interactions [@2017-vega-lite] that allow users to specify interactive +charts in an few lines of code. Vega-Lite is declarative; visualizations are specified using JSON data that follows the +[Vega-Lite JSON schema](https://github.com/vega/schema). As a Python library, Altair provides an API oriented towards +scientists and data scientists doing exploratory data analysis [@1977-exploratory]. Altair's Python API emits Vega-Lite +JSON data, which is then rendered in a user-interface such as the Jupyter Notebook, JupyterLab, or nteract using the [Vega-Lite JavaScript library](https://vega.github.io/vega-lite/). Vega-Lite JSON is compiled to a full Vega specification [@2016-reactive-vega-architecture], which is then parsed and executed using a reactive runtime that -internally makes use of D3.js [@2011-d3]. +internally makes use of D3.js [@2011-d3]. The declarative nature of the Vega-Lite visualization grammar [@2005-grammar], and its encoding in a formal JSON schema, provide Altair with a number of benefits. First, much of the Altair Python code and tests are generated @@ -70,8 +71,7 @@ from the Vega-Lite JSON schema, ensuring strict conformance with the Vega-Lite s produced by Altair and consumed by Vega-Lite provides a natural serialization and file format for statistical visualizations. This is leveraged by JupyterLab, which provides built-in rendering of these files. Third, the JSON data provides a clean integration point for non-programming based visualization user-interfaces such as Voyager -[@2016-voyager,@2017-voyager2]. Fourth, Vega-Lite implements a view composition algebra in conjunction with a novel -grammar of interactions [@2017-vega-lite] that allow users to specify interactive charts in an few lines of code. +[@2016-voyager,@2017-voyager2]. In addition to [static documentation](https://altair-viz.github.io/), Altair includes a set of Jupyter Notebooks with examples and an interactive tutorial. These notebooks can be read by anyone with only a web-browser through From 28ed56104891a9fcde7f46d4fd673b9604746bea Mon Sep 17 00:00:00 2001 From: Dominik Moritz Date: Fri, 5 Oct 2018 14:50:56 -0700 Subject: [PATCH 13/14] move citations --- paper/paper.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/paper/paper.md b/paper/paper.md index 5a1171355..52f6b6e2a 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -56,8 +56,8 @@ properties (position, color, size, etc.). Altair is based on the Vega-Lite visualization grammar [@2017-vega-lite], which allows a wide range of statistical visualizations to be expressed using a small number of grammar primitives. Vega-Lite implements a view composition -algebra in conjunction with a novel grammar of interactions [@2017-vega-lite] that allow users to specify interactive -charts in an few lines of code. Vega-Lite is declarative; visualizations are specified using JSON data that follows the +algebra in conjunction with a novel grammar of interactions that allow users to specify interactive charts in an few +lines of code. Vega-Lite is declarative; visualizations are specified using JSON data that follows the [Vega-Lite JSON schema](https://github.com/vega/schema). As a Python library, Altair provides an API oriented towards scientists and data scientists doing exploratory data analysis [@1977-exploratory]. Altair's Python API emits Vega-Lite JSON data, which is then rendered in a user-interface such as the Jupyter Notebook, JupyterLab, or nteract using the @@ -65,10 +65,10 @@ JSON data, which is then rendered in a user-interface such as the Jupyter Notebo specification [@2016-reactive-vega-architecture], which is then parsed and executed using a reactive runtime that internally makes use of D3.js [@2011-d3]. -The declarative nature of the Vega-Lite visualization grammar [@2005-grammar], and its encoding in a formal JSON schema, -provide Altair with a number of benefits. First, much of the Altair Python code and tests are generated -from the Vega-Lite JSON schema, ensuring strict conformance with the Vega-Lite specification. Second, the JSON data -produced by Altair and consumed by Vega-Lite provides a natural serialization and file format for statistical +The declarative nature of the Vega-Lite visualization grammar [@2005-grammar, @2017-vega-lite], and its encoding in a +formal JSON schema, provide Altair with a number of benefits. First, much of the Altair Python code and tests are +generated from the Vega-Lite JSON schema, ensuring strict conformance with the Vega-Lite specification. Second, the JSON +data produced by Altair and consumed by Vega-Lite provides a natural serialization and file format for statistical visualizations. This is leveraged by JupyterLab, which provides built-in rendering of these files. Third, the JSON data provides a clean integration point for non-programming based visualization user-interfaces such as Voyager [@2016-voyager,@2017-voyager2]. From 11f05026a94b08eecccd1dd9e83441b62456382e Mon Sep 17 00:00:00 2001 From: Scott Sievert Date: Mon, 8 Oct 2018 11:45:35 -0500 Subject: [PATCH 14/14] MAINT: add back to author list --- paper/paper.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/paper/paper.md b/paper/paper.md index 52f6b6e2a..547c09b63 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -30,6 +30,9 @@ authors: - name: Ben Welsh orcid: 0000-0002-5200-7269 affiliation: 5 + - name: Scott Sievert + orcid: 0000-0002-4275-3452 + affiliation: 6 affiliations: - name: University of Washington @@ -42,6 +45,8 @@ affiliations: index: 4 - name: Los Angeles Times Data Desk index: 5 + - name: University of Wisconsin--Madison + index: 6 date: 07 August 2018 bibliography: paper.bib ---