ABCDEFGHIJKLMNOPQRST
1
THANK YOU for helping to create the Data Wrangling Handbook!!!
2
Signup below to help author the Data Wrangling Handbook. Choose a section, or suggest your own section at the bottom.
3
The Data Wrangling Handbook is part of the School of Data; read more here: http://schoolofdata.org/
4
The current handbook is a work in progress here: http://handbook.schoolofdata.org/en/latest/index.html
5
Read more about contributing to the Data Wrangling Handbook here: http://schoolofdata.org/2012/07/16/data-wrangling-handbook-sprints-july-18th-in-portland-july-19th-everywhere/
6
7
Questions? Tweet @SchoolOfData or Email schoolofdata@okfn.org
8
9
10
SectionAuthorContact Info (email, twitter, etc??)
11
12
Introduction to Datan/an/a
13
What is Data?
14
Data Examples - Web
15
Data Examples - Text
16
Data Examples - Structured Documents
17
Data Examples - Databases
18
Data Examples - Scientific
19
Data Examples - GeographicDanadana.bauer@gmail.com, @geography76
20
Data Formats - CSVwritten - look this up
21
Data Formats - JSONSteven Richserich@usatoday.com, @thestevenrich
22
Data Formats - XML
23
Data Formats - RDF Alvaro Graves@alvarograves
24
Data Formats - Databases
25
Data Quality
26
Data Ethics
27
Data Citizenship
28
29
Introduction to Toolsn/an/a
30
Spreadsheet - Google Docs, Excel, OpenOffice
31
Databases - relationaloutline by Charlie Loyd@vruba
32
Databases - noSQLoutline by Charlie Loyd@vruba
33
Wrangling & Analysis - Fusion Tables
34
Wrangling & Analysis - Google Refine
35
Wrangling & Analysis - PythonOutline by Michael Bauermihi@tentacleriot.eu
36
Wrangling & Analysis - ROutline by Michael Bauermihi@tentacleriot.eu
37
Visualization & Communicationalready started + Jen Lowejen.lowe@okfn.org, @datatelling
38
Visualization - JavaScript Librariesbrylie@gnumedia.org
39
40
Finding Datan/an/a
41
Data Sources - Online Jen Lowejen.lowe@okfn.org, @datatelling
42
Data Sources - APIs
43
Data Sources - Scraping
44
CrowdsourcingTom Longleytom@tacticaltech.org, @tlongers
45
Offline
46
47
Wranglingn/an/a
48
Extraction - simple selection & downloading
49
Extraction - detailed scraping & parsing
50
Cleaning
51
Cleaning - grepAlvaro Graves@alvarograves
52
Transforming
53
Merging
54
Storing & Publishing
55
56
Analysisn/an/a
57
Investigating the Shape of Data - The Basics
58
Simple Statistics
59
Advanced Statistics
60
61
Communicating Datan/an/a
62
"Story"
63
VisualizationJen Lowejen.lowe@okfn.org, @datatelling
64
Watch Out!!! Common Misinterpretations
65
66
Recipesn/an/a
67
Liberating HTML Data TablesTony Hirst@psychemedia
68
Liberating Data from Microsoft Access DatabasesRufus Pollock@rufuspollock
69
add more.....
70
71
Tipsn/an/a
72
add more.....
73
74
75
OR: Suggest your own sectionn/an/a
76
77
Metadata
78
79
XML/RDF for linked web""could belong under data citizenship section
80
81
Wrangling & Analysis - GIS and other tools for spatial data analysisDana Bauerdana.bauer@gmail.com, @geography76
82
Getting Data out of Binary Formats, such as PDFSerena Fritschserena.fritsch@gmail.com
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100