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Module 4 Using data in investigations Denise Malan, Investigative Reporters & Editors Lecture 2: Data tools & resources

Denise Malan, Investigative Reporters & Editors Module 4

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Page 1: Denise Malan, Investigative Reporters & Editors Module 4

Module 4 Using data in investigations

Denise Malan, Investigative Reporters & Editors

Lecture 2: Data tools & resources

Page 2: Denise Malan, Investigative Reporters & Editors Module 4

Trend toward open source

Expensive tool

Spreadsheet: MS Excel

Database manager: MySQL Server

GIS platform: ESRI ArcGIS

Statistical software: SPSS, SAS

Data viz: Illustrator

Development environment

Free alternatives

Google Sheets

SQLite

QGIS

R, PSPP

Tableau, Datawrapper, etc etc etc

Text editor

Page 3: Denise Malan, Investigative Reporters & Editors Module 4

Spreadsheets: The gateway to data journalism

Page 4: Denise Malan, Investigative Reporters & Editors Module 4

SQL: Large, relational databases

Database managers themselves are free, but you need a server and a good free interface.

SQLite: DB Browser, SQLite Studio

MySQL and others: Navicat ($), MySQl Workbench, SQLYog (Community is free version), Toad for MySQL

Page 5: Denise Malan, Investigative Reporters & Editors Module 4

Mapping: Spatial analysis

QGIS

ArcGIS Online ($)

Carto

Mapbox

Datawrapper

Page 6: Denise Malan, Investigative Reporters & Editors Module 4

Data viz: Showing the story

Tableau (TableauPublic for free version)

Flourish.studio

TimelineJS, StoryMapJS

Infogram

Datawrapper

Page 7: Denise Malan, Investigative Reporters & Editors Module 4

Programming: Repetitive tasks, large data, vizThe big scripting languages: Python, R, JavaScript (D3)

Page 9: Denise Malan, Investigative Reporters & Editors Module 4

OpenRefine: Cleaning & transforming data

Page 10: Denise Malan, Investigative Reporters & Editors Module 4

Workbench: All-in-one tool

Page 12: Denise Malan, Investigative Reporters & Editors Module 4

Resources to learn data journalismIRE & NICAR: Hands-on bootcamps & annual conferences

Knight Center course: Data journalism and visualization with free tools

Global Investigative Journalism Network: Data journalism resources

Google News Lab online training