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Professional Skills: Data Storytelling – 33310- JOUR 4401 – A School of Journalism and Communication Fall 2019 Day: Wednesday Time: 19:00-22:00 Location: Room 1105 Richcraft Hall (the TV Newsroom) Instructor: David McKie Work Address: CBC News 181 Queen Street Ottawa, Ontario Phone Number: 1-613-288-6523 (office) 1-613-290-7380 (cell) Email: david.mckie@cbc.ca Teaching Assistant: Joel Rivard & Meaghan Kenny Roger Martin Data journalism stories | What you will learn | Needs and Special Accommodations | Assignments and deadlines | Week one | Week two | Week three | Week four | Week five | Week six |Week seven | Week eight | Week nine | Week ten | Week eleven | Week twelve | Week thirteen | Assignment One | Assignment One |Assignment Two| Assignment Three |Readings | Additional Reading |Tutorials | Datasets | Additional Resources COURSE DESCRIPTIONThe goal of the Data Journalism Storytelling course is to teach students how to find and negotiate for data that is publicly available, or must be obtained formally or informally through a federal access-to-information, or provincial or municipal freedom-of-information request. We will analyse the records using the following: Excel; MySQL; DocumentCloud; Qgis; and ArcGISOnline; Taken together, these tools are packaged into a discipline called data journalism. Our textbook is The Data Journalist: Getting the Story., which is available at the Carleton bookstore. At the end of this term, you will become adept at searching for information, perusing and downloading files from government open-data websites, recognizing patterns in data, analyzing the material for story ideas, or for questions that could lead to stories or background information for interviews. As the course’s name suggests, there will be a heavy emphasis on storytelling, using words, maps, charts, video and sound. As such, we will emphasize stories that have appeared in the news, either as examples of how data journalism was used, or how it could or should have been used. These discussions and in-class exercises will help you develop new analytical and storytelling skills. Specially designed tutorials based on data used in this class, and tutorials from The Data Journalist will be used to hone your newly-learned skills. The course will be comprised of three modules: spreadsheets (Excel); mapping (Qgis and ArcGIS Online) and database managers (MySQL) and web scraping. There will be three assignments ( please see chart below ). At the end of each segment, there will be an in-class tests worth five percent. This is a professional school, and you’ll be held to professional standards in both assignments and conduct. As a student of journalism, you must read and adhere to the school’s policies:
Undergraduates can find all three policies on this page https://carleton.ca/sjc/journalism/undergraduate-studies/resources-current-undergraduate-students/ Graduates can find all three policies here https://carleton.ca/sjc/journalism/graduate-studies/resources-current-students/ You are expected to be familiar with these policies and apply them to your work. Failure to abide by them will adversely affect your standing in the course. Requests for Academic Accommodation (TOP)You may need special arrangements to meet your academic obligations during the term. For an accommodation request, the processes are as follows: Pregnancy obligation Religious obligation Academic Accommodations for Students with Disabilities Survivors of Sexual Violence Accommodation for Student Activities If you are an international or exchange student and need help in areas such as proofreading, please feel free to contact the International Student Services Office. For more information on academic accommodation, please contact the departmental administrator or visit: students.carleton.ca/course-outline WHAT YOU WILL LEARN (TOP)1) How to use federal, provincial and municipal open-data web portals 2) How to analyze statistics using a spreadsheet 3) How to create a pivot table 4) How to use advanced functions in Excel 5) How to use technical skills such as exporting tables from PDFs into Excel 6) How to use MySQL 7) How to advance your numeracy skills 8) How to use Tableau Public 9) How to use Qgis , ArcGIS Online, and OpenStreetMap 10) How to use APIs and learn about web scraping with Python 11) How to become effective storytellers Assignments and Deadlines (TOP)Assignments in this course are governed by the provisions of the document Ethics and Standards in the School of Journalism and Communication. There are three assignments, each with a deadline. Lateness will be penalized with the deduction of a half a grade for every day the story is overdue, though exceptional circumstances will be taken into account. Assignments will be graded and returned with feedback within two weeks of submission. Questions or appeals about your grade on assignments or other graded components of the course should be raised with the instructor no later than seven business days after the grade has been issued, as explained in the university’s academic regulations (2.7 and 2.8). Your final course grade is based on grades earned throughout the term on the assignments and other graded components listed in the syllabus. This means requests to raise an overall course grade at the end of the term or year cannot be considered. Standing in a course is determined by the course instructor subject to the approval of the Faculty Dean. This means that grades submitted by an instructor may be subject to revision. No grades are final until they have been approved by the Dean. There is no final examination. Each assignment has two components, all of which will figure in the grade: A. A description of how the documents and data were obtained, why they were useful and how the material was analyzed B. The resulting story Academic Integrity This course abides by Carleton University’s Academic Integrity Policy. Acts of academic dishonesty include, but are not restricted to, plagiarism and unauthorized resubmission of work, and will be dealt with accordingly. Plagiarism is a serious offence, which cannot be resolved directly between the student and the course instructor. If an academic offence is suspected, it will be referred to the Office of the Dean of the Faculty of Public Affairs. The Associate Dean of the Faculty will conduct a rigorous investigation, including an interview with the student, when an instructor suspects a piece of work has been plagiarized. Penalties are not trivial. They can include a final grade of “F” for the course.
For undergraduates: Undergraduate Calendar section 12.0 Academic Integrity http://calendar.carleton.ca/undergrad/regulations/academicregulationsoftheuniversity/ or http://carleton.ca/senate/wp-content/uploads/Academic-Integrity-Policy1.pdf For graduates: General Regulations, Section 19, of the Graduate Calendar http://calendar.carleton.ca/grad/gradregulations/
GRADESA+ 90-100 A 85-89 A- 80-84 B+ 77-79 B 73-76 B- 70-72 C+ 67-69 C 63-66 C- 60-62 D+ 57-59 D 53-56 D- 50-52 For undergraduates: The passing grade for this course is a grade of C Questions or appeals about your grade on assignments or other graded components of the course should be raised with the instructor no later than seven business days after the grade has been issued, as explained in the university’s undergraduate calendar. Your final course grade is based on grades earned throughout the term on the assignments and other graded components listed in the syllabus. This means requests to raise an overall course grade at the end of the term or year cannot be considered. Standing in a course is determined by the course instructor subject to the approval of the Faculty Dean. This means that grades submitted by an instructor may be subject to revision. No grades are final until they have been approved by the Dean. ******* For graduates: The passing grade for this course is a grade of B minus Informal questions or appeals about your grade on assignments or other graded components of the course should be raised with the instructor no later than seven business days after the grade has been issued. For information about the formal Grade Review process, please see the Graduate Regulations: http://calendar.carleton.ca/grad/gradregulations/administrationoftheregulations/#15 Standing in a course is determined by the course instructor subject to the approval of the Faculty Dean. This means that grades submitted by an instructor may be subject to revision. No grades are final until they have been approved by the Dean. Ethics and Professional Standards
Undergraduates can find all three policies on this page https://carleton.ca/sjc/journalism/undergraduate-studies/resources-current-undergraduate-students/ Graduates can find all three policies here https://carleton.ca/sjc/journalism/graduate-studies/resources-current-students/ You are expected to be familiar with these policies and apply them to your work. Failure to abide by them will adversely affect your standing in the course. Academic Advice For undergraduates: If you have questions about the journalism program, degree requirements, your standing in the program or your academic audit, you should contact your Undergraduate Administrator Joan Thompson at or Undergraduate Supervisor Randy Boswell at For graduates: If you have questions about the journalism program, degree requirements, your standing in the program or your academic audit, you should contact your Graduate Administrator Jena Lynde-Smith at or Graduate Supervisor Janice Tibbetts at COMMUNICATIONS WITH STUDENTSThis will be done primarily through email correspondence and phone calls, given that I do not have an office at Carleton University. The protocol will dictate that emailed queries will be answered as promptly as possible, if possible within the hour. As such, it will be important for you to regularly check your email account for updates regarding assignments, new datasets or class work. You’ll also be required to use your Carleton University account, not a second account such as gmail. PROFESSIONALISMWe’ll conduct ourselves as professional journalists. That means attending class, showing up on time; being prepared and ready to make a meaningful contribution based on the preparation work you’ve been assigned; paying attention to your instructor and colleagues and ignoring email correspondence, Facebook, text messages, Twitter, Instagram, and promptly responding to emails from the instructor. You’ll also be expected to stay on top of current events, which is part of your obligation as a journalist. If your absence is due to a medical reason, you may be required to provide a doctor’s note. If it’s for an internship, then you’ll have to provide details. You are expected to attend ALL classes. If personal reasons prevent you from attending a specific class, please let me know in advance via email. REQUIRED SUPPORT RESOURCESThe course would be taught in the TV computer lab, using the overhead projector. As the school possesses an ArcMap licence, we are be able to use the mapping software, which is installed on the desktops. We also use the open-source software, Qgis. The library’s Maps, Research Support Services is well positioned to provide support to faculties including journalism and communications. Data Journalism Stories (TOP)Examples stories using data journalismSet up to fail: Why women still don’t win elections as often as men in Canada International buyers eye N.S. vacation properties — especially in Cape Breton Calgary has 1,200 playground zones. Most speeding tickets are issued in just these 10 spots Streetcars account for half of deadly TTC collisions with pedestrians, cyclists As #NearMissToronto picks up steam with cyclists and pedestrians on Twitter, we map your tweets of near death Sex offences against minors: Investigation reveals more than 200 Canadian coaches convicted in last 20 years MAPPING THE BATTLE OF NORMANDY CAJ Data Journalism finalists Unfounded (The Globe and Mail) Easy Money: How Fraudsters can make millions off Canadian investors, get barely punished and do it again (The Globe and Mail) Ottawa nursing homes have seen at least 163 cases of abuse since 2012 (Ottawa-Citizen) Big corporate donors give big to the B.C. Liberals (Vancouver Sun) In search of Canada’s elusive shadow population (Discourse Media) 2017 Philip Meyer Award winnersDangerous Doses (Chicago Tribune) Too Broke for Bankruptcy No Place for Foreigners: Why Hanna is invited to view an apartment and Ismail is not Data Journalism Awards 2018 WinnersThe Startup Lisboa award for investigation of the year: Easy Money: How Fraudsters can make millions off Canadian investors, get barely punished and do it again (The Globe and Mail) Open Data: Who backs Canada’s Politicians (National Post) http://www.postmedia.com/2018/03/20/political-donations-database-allows-canadians-to-follow-the-money/ Data Journalism Awards 2018 ShortlistIs anything left of Mosul? (BBC News) In 558 days, President Trump has made 4,229 false or misleading claims (The Washington Post) Student ExamplesThe Halifax Explosion killed nearly 2,000 people. (Global News & Kings Journalism) The Ryerson School of Journalism, in partnership with The Toronto Star Pollution from Canadian refineries an ’embarrassment’ compared with U.S. General InvestigationsMedical Disorder, parts one and two (Toronto Star) http://projects.thestar.com/doctor-discipline/part-2/index.html http://projects.thestar.com/doctor-discipline/part-3/index.html People have a right to ‘as much transparency as possible’ when it comes to doctors’ pasts, health minister says Rachel Browne (Vice News) Jacques Marcoux and Katie Nicholson (CBC Manitoba) Nael Shiab (L’Actualité) http://lactualite.com/societe/2018/01/23/philippe-couillard-vous-fait-il-perdre-ou-economiser-de-largent-notre-robot-journaliste-repond-a-vos-questions/ Canada’s Highest Paid CEO’s (The Globe and Mail) To gain access to a running, up-to-date list of the latest data journalism stories, please click here. Census-related storiesReport reveals alarming — and growing — racialized income divide in GTA Could devastate Rohingya camps Walmart: Thousands of police calls. You paid the bill. Is Canada ‘ripping us off’? Or is it the best U.S. trade partner?https://www.washingtonpost.com/graphics/2018/business/us-canada-trade-balance/?utm_term=.5d06e66050de Stories about data journalismIn the dark: The cost of Canada’s data deficit Divorce and marriage data crucial for understanding Canada’s public health, researchers argue Health-care data in the cloud? Early adopter took a giant leap, and it paid off The data game: How information on everything from flight patterns to parking lots can reveal valuable clues about where the market is heading Morning Update: Canada’s firearm data gap; Trump’s new China trade threat Poor flood-risk maps, or none at all, are keeping Canadian communities in flood-prone areas Can digital government produce usable and useful data for non-expert users? Canada’s National Energy Board faced the challenge with data visualization OUTLINEWeek One(TOP)Sept. 4What we will cover: Introduction to the course Begin the process of installing needed software (Excel, MySQL, QGIS, ArcGIS Online, Tableau) A discussion about open data Making an informal access-to-information request for a federal dataset An introduction to Statistics Canada tables and Elections Canada data Filtering and sorting LINKS: Informal Access to Information requests StatCan release schedules Statistics Canada’s data tables Alberta squeaks out title as Canada’s top cannabis market with $123.6M sold Retail trade sales by province and territory (x 1,000) Gross domestic product (GDP) at basic prices, by industry, monthly (x 1,000,000) Statistics Canada’s incident-based crime statistics by detailed violations data North American Industry Classification System (NAICS) Canada 2017 Version 3.0 Gross Domestic Product by Industry – National (Monthly) (GDP) 42nd General Election: Official Voting Results Elections Canada Facebook Political Ad Collector Facebook Ad Library Facebook Ad Library Report Facebook Allowed Political Ads That Were Actually Scams and Malware What We Learned From Collecting 100,000 Targeted Facebook Ads Journalists Are Criticizing Facebook For Its Data Collection. At The Same Time, They Often Use It To Their Advantage Week Two(TOP)Sept. 11WHAT WE WILL COVER A continuation with Statistics Canada data tables A continuation of working with Facebook data An introduction to government open-data sites Using ratios and numeracy fundamentals Downloading a table from an open data site and sorting and filtering Creating pivot tables using federal political donations data collected by Elections Canada Links It’s official, Canadians: the 2019 federal election campaign is underway Dozens of MPs’ websites can track visitors for targeted campaign ads To our readers: Help The Globe and Mail monitor political ads on Facebook during the election campaign Elections Canada – federal election Elections Canada – political financing Want to know which political parties are targeting you on Facebook? Tracking Every Presidential Candidate’s TV Ad Buys Week Three(TOP)Sept. 18WHAT WE WILL COVER A continuation of pivot tables An introduction to specialized functions used to analyze data Calculating percentage increases and percentages of totals using Elections Canada data LINKS: U.K. Conservatives ran ads with altered BBC headline, Facebook fact-checker finds Tories best Liberals with record $8.5-million in second-quarter fundraising Elections Canada – political financing 42nd General Election: Official Voting Results Income of individuals by age group, sex and income source, Canada, provinces and selected census metropolitan areas Canadian income tax rates for individuals – current and previous years Week Four(TOP)Sept. 25WHAT WE WILL COVER Continuation specialized functions Strategies for negotiating for more detailed sets than the ones posted on Using DocumentCloud LINKS: Tableau Public 14-day trial Routine Disclosure and Active Dissemination Plans Bike Ottawa Interactive Maps Ottawa collisions mapped Annual safety reports (City of Ottawa) City of Ottawa Transportation Collision Data 2018 Tabular Transportation Collision Data – 2017_collisions_xlsx (City of Ottawa) Ottawa’s Strategic Road Safety Action Plan Ottawa Collision Data – MacOdrum Library Federal parties uploading voters’ e-mail addresses to Facebook to show them targeted ads Week Five(TOP)Oct. 2WHAT WE WILL COVER LINKS Population estimates on July 1st, by age and sex Census Program Census Reference Materials Dictionary, Census of Population, 2016: Complete A to Z index Census Profile, 2016 Census 2016 Census – Boundary files
Reference materials, 2016 Census Download, Census Profile, 2016 Census 42nd General Election: Official Voting Results (Table 11: Voting results by electoral district) Elections Canada 2011 Census Profile – Comprehensive download files for a selected geographic level: CSV or TAB 2011 NHS Profile – Download NHS data for a complete geographic level: CSV or TAB Incompletely enumerated Indian reserves and Indian settlements A majority of Torontonians now identify themselves as visible minorities Municipal Wards (Toronto’s open-data catelogue) Canadian Postal Codes: GeoCoder Hierarchy of standard geographic areas for dissemination, 2016 Census GeoSearch – search geography by name or code GeoSearch (Statistics Canada’s geographic gateway) Guide to the Census of Population, 2016 A continuation of mapping and an introduction to Statistics Canada’s latest census release — Crowdmapping as a new data source for journalists OpenStreetMap Incidents At NEB-Regulated Pipelines And Facilities Access data from the National Pollutant Release Inventory Federal Contaminated Sites 42nd General Election: Official Voting Results Week Six(TOP)Oct. 9WHAT WE WILL COVER A continuation working with census data An introduction to OpenStreetMap Counting points in polygons A look-ahead to the assignment LINKS: Welcome to the Canadian Rental Housing Index 2016 Census Program release schedule 2016 Census Ward Data – 2016 Census by Wards Statistics Canada’s Crowdsourcing Program Using OpenStreetMap City of Ottawa address points Week Seven(TOP)Oct. 16WHAT WE WILL COVER A continuation of work with census data and Links: New census counts 25,502 unoccupied homes in Vancouver, for 15 per cent jump over 2011 Here’s Where Metro Vancouver’s 66,719 Unoccupied Homes Are [Interactive] Toronto Has Over 99,000 Unoccupied Homes, Here’s Where They Are [Interactive] About Better Dwelling Map of inadequate housing in Ottawa using ArcGIS Online infopigeonofficial
Week Eight (TOP) (Fall break)
Oct. 23Have a good break!! Week Nine (TOP)Oct. 30WHAT WE WILL COVER A mapping test Introduction to MySQL Importing data Simple select statements LINKS: EmEditor UltraEdit Notepad++ TextWrangler Links: Week Ten(TOP)Nov. 6WHAT WE WILL COVER Joining tables in MySQL Links: Week Eleven(TOP)Nov. 13WHAT WE WILL COVER: A continuation of joining tables in MySQL LINKS: Week Twelve(TOP)Nov. 20WHAT WE WILL COVER Review of linking tables in MySQL Working with City of Ottawa parking-ticket data LINKS: Ottawa restaurants City parking tickets big business for private companies Parking hotspots (CTV News) This fire hydrant costs Toronto drivers the most in parking tickets (The Canadian Press) Week Thirteen(TOP)Nov. 27WHAT WE WILL COVER Creating tables and importing files into MySQL LINKS: Assignment One(TOP)Qs AND As: What is the due date? Midnight Sept. 29 What do I submit?
Should I check with you before using the data? Only if it’s one discussed outside of class. How should I analyze the data? Using the techniques that we’ve studied so far (filtering, sorting, percentage increases, pivot tables) What am I looking for in the story? A well-told election-related yarn, with a sharp, crisp lead that makes the audience want to keep reading. Avoid using too many numbers. Think about the most important numbers, and concentrate on them. As writing coach Don Gibb once remarked, choose a number as carefully as you choose a quote. All your specific references (to studies, events, news conferences, etc.) MUST be hyperlinked to the ORIGINAL source. For instance, if you are referring to a study that states a certain fact, then there should be a hyperlinked reference to the primary record. What I want to see is evidence of solid research. DO NOT LINK TO NEWS REPORTS THAT SIMPLY REFER TO THE STUDY IN QUESTION. Should the story emerge from the data? Yes. Don’t make an assumption, and then use a dataset to try to test it. Have faith that you’ll be able to find newsworthy patterns in your dataset by using the techniques that we’ve learned. If there are no patterns, then perhaps you should keep looking for a new dataset. Should the story have any interviews? We have changed it to be one interview with an expert. So get the data work completed early enough to allow for enough time to find the right characters for your story. You have plenty of time to complete the assignments, so finding the right characters should be feasible. Should the story contain platforms of the political parties relevant to your story? Absolutely When referring to the platform promise or a position the party has taken on the issue, should I hyperlink to the party’s original record, be it a news release, or campaign document? Yes What if I’m unable to interview a candidate or party official? Then substitute an interview with a position the party has taken publicly in the type of original record described above, and make it clear to the reader that you were unable to secure an interview. Should one of the interviewees be an expert? Yes. For a story about crime, it could be a knowledgeable police officer, a criminologist , lawyer, trade expert or professor. For a story about campaign ads on Facebook, it could be a marketing professor. The expert MUST not be an advocate, political operative or lobbyist. Seek out credible, non-partisan voices to provide context. Will I lose marks for having only one interview? Yes, half a grade. Should I have any visualizations? Absolutely. We’ll explore visualizations more in-depth as the term progresses. For this assignment, there should be at least two, including a picture of the subject of your story. Infogr.am with its shallow learning curve might be the easiest option for this story. You will also be introduced to Tableau Public. Will I lose marks for neglecting to submit visualizations, or at least the minimum number of them? Yes, half a grade. Will I lose marks for failing to reach or exceeding the word limit? It’s not a big deal if you’re 20 or so words over or under the limit. However, anything longer than 650 is too long and should be trimmed. Anything less than 550 is too short. Can I submit a draft? Yes. However, because this is a large class, I will accept ONLY ONE per student, and will only accept drafts up to 48 hours BEFORE the due date. Remember, a draft can be point form, or even an explanation of where you intend to take the story, if you’re running out of time. What you submit should not be your first or second draft. What is the deadline? Midnight Sept. 27. Anything after that will be considered late and docked half a mark. Extensions will be only be granted for exceptional circumstances. However, we must have a conversation. Assignment Two (TOP)Qs AND As: What’s the due date? By midnight Oct. 29 What do I submit?
This assignment will a federal riding profile using Statistics Canada data sources such as the 2016 census material. Details still to come. What’s the topic? How many interviews do I need? Must the interview with the central character be in person? How will the audience know if I’ve conducted the interview in person? Will I be required to use visualizations? Will I required to hyperlink key references in my text to the original source? Can I submit outlines and drafts? Will I be docked half a grade for neglecting to submit any of the required elements? Will I be docked half a grade for neglecting to give my visualizations titles, cite sources or provide cutlines for my photographs? Will I be docked half a grade for a late submission? Will I lose marks for failing to reach or exceed the word limit? Remember: Assignment Three (TOP)Qs AND As: What’s the due date? By midnight Nov. 29 What do I submit?
How is the assignment to be submitted? You will upload the story to a WordPress assigned category . What’s the topic? Any dataset that we have discussed in the MySQL section. How many interviews do I need? At least two. One must be an expert; the other must be involved somehow. Do I have to do extensive work in MySQL? No, just the initial data work to obtain the table you want, which can be then exported as a csv file. Will I be required to use visualizations? Yes, at least two. If you’re using a picture, make it a good size that spans the width of the story. Will I be required to hyperlink key references in my text to the original source? Absolutely! Can I submit outlines and drafts? Yes, but given the size of the class, I can only review one version, using the same criteria outlined in the assignment one Q and A. Will I be docked half a grade for neglecting to submit any of the required elements? Yes. Will I be docked half a grade for neglecting to give my visualizations titles, source citations and cutlines? I didn’t for the first assignment. But will for this one. Will I lose marks for failing to reach or exceed the word limit? It’s not a big deal if you’re 20 or so words over or under the limit. However, anything longer than 650 is too long and should be trimmed. Anything under 550 words is too short. Remember: Keep it simple. The fewer numbers, the better. Tell a story!! Readings(TOP)Week One: Week two: Week three: Week four: Week five: Week six: Week seven: Chapter 5 Week eight: Week nine: Week ten: Week eleven: Week twelve: Additional Reading (TOP)Week one: 10 principles for data journalism in its second decade Data in the air: a guide to producing data journalism for radio Week ten: MySQL Crash Course Tutorials(TOP)From week one: To obtain the Statistics Canada tutorial on using data tables, please click here. From week two: For the tutorial explaining how to download the federal donation data please click here. Tutorial for downloading federal political contribution data.pdf Follow this tutorial which explains how to download, save and open the donations table. Upload the Conservative Party leadership contribution file to Google Sheet. Determine which candidate raised the most money and attracted the highest number of donors. To obtain the pivot table tutorial, please click here. From week three: To read read the email chain that lead to informal request To obtain the tutorial on calculating per cents, please click here. To obtain the specialized functions tutorial, please click here. To obtain the paste special tutorial, please click here. From week four: Getting data into Tableau: Working with data: Building dashboards: Tableau’s Free Training Videos To download the Infogram tutorial, please click here. From week five: To download the tutorial for downloading Qgis, please click here. Introduction to QGIS and Basic Geoprocessing Skills Joining census data to census tracts in QGIS CH7 – QuickTourQGISDesktop.pdf NOTE: the Toronto wards link in the tutorial needs to be updated, in the meantime, please select 25 Ward Model – December 2018 (MTM 3 Degree Zone 10, NAD27 CH7 – Selecting Featuresin QGIS Desktop.pdf CH7 – The Data Journalist: Selecting Features in QGIS Desktop.pdf From week six: To download the DocumentCloud tutorial, please click here. Spatial joins using Ottawa collision data and ward 2014 shape file From week seven: Instructions for adding point features to Qgis.pdf For Kent Jacob’s tutorial on downloading Open Street Map data, please click here. To download the QGIS geocoding tutorial, please click here. To download the ArcGIS Online tutorial for Story Map Journal templates ( beginning at Exercise: 7 on page 28 ), please click here. From week nine: To download the Windows version of MySQL installation tutorial, please click here. To download the Mac version of the MySQL installation tutorial, please click here. Click here to see the YouTube tutorial on downloading 311 complaints data from the city of Ottawa’s open data portal and uploading it to MySQL. The accompanying PPT presentation and MySQL scripts used to create the are the next two links, respectively. PowerPoint to accompany MySQL tutorial using 2017 311 data.pptx Queries for Ottawa 311 data 2013-2017.sql CH5 – Making Tables and Importing Data into MySQL.pdf CH5 – Getting Started with Queries in MySQL.pdf From week ten: Tutorial for querying Ottawa inspections data in MySQL.pdf Appendix A:Data Integrity and Cleaning.pdf From week eleven: From week twelve: From week thirteen: Datasets(TOP)From week one: From week two: FederalFinancialReturns.csv.xlsx From week three: Elections Canada voter tables.zip Appearance on Power & Politics to discuss the blackface incident To download the workbook for the “Working with specialized functions in Excel” tutorial, please click here. From week four: From week five: From week six: From week seven: From week eight: From week nine: From week ten: From week twelve: Additional Resources(TOP)Math Tools for Journalists |
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