Data Mining Dylan: A Digital Humanities Journey

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A reflection on my digital humanities journey, presented at Carleton College "Day of Digital Humanities 2018", centered around my "Data Mining Dylan" web scrapping / interactive mapping project.

Daten & Analysen

DATA MINING DYLAN:
AN INTERACTIVE LOOK AT THE
PLACES IN DYLAN’S SONGS
Dustin Michels, Carleton College, ’18
June 1, 2018
data-mining-dylan.dustinmichels.com/

https://data-mining-dylan.dustinmichels.com/

DH JOURNEY
“Hacking the
Humanities”
Fall 2015

DH JOURNEY
“Hacking the
Humanities”
Mapping/
Carto
Fall 2015

DH JOURNEY
“Hacking the
Humanities”
Poop
Map
November
2015
Fall 2015

DH JOURNEY
“Hacking the
Humanities”
Poop
Map
November
2015
Fall 2015
Winter 2017
Declare
CS Major

DH JOURNEY
“Hacking the
Humanities”
Poop
Map
November
2015
Fall 2015
“Data
Visualization”
Winter 2017
Declare
CS Major
Spring 2017

DH JOURNEY
“Hacking the
Humanities”
Poop
Map
November
2015
Fall 2015
“Data
Visualization”
Winter 2017
Declare
CS Major
Spring 2017
Another map!

PROJECT TASKS
1. Scrape lyrics from BobDylan.com
2. Identify places referenced in songs
3. Tally place references
4. Create map

PROJECT TASKS
Web scraping Save Files Data
processing
Finding Cities Export Mapping
Python
(Requests,
Beautiful Soup)
Plain .txt Pure Python NLTK + csv of
cities
CSV CARTO

DH JOURNEY
“Hacking the
Humanities”
Poop
Map
November
2015
Fall 2015
“Data
Visualization”
Winter 2017
Declare
CS Major
Spring 2017
Revisiting
the map
Winter/ Fall 2018

CONCLUSION
• Not particularly important project
• Amazing jumping-off point for developing skills in DH, computer science, data-
visualization

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According to the latest State of the American Manager report from Gallup, employees who have regular meetings with their managers are almost three times as likely to be engaged as those who don’t. These regular check-ins keep managers and employees in sync and aligned. Want to see better manager/employee relationships in your organisation? Then make an all-in commitment to 1:1 meetings. Not sure how? You’ve come to the right place. In this webinar with Jamie Resker, Founder and Practice Leader for Employee Performance Solutions (EPS), and Teala Wilson, Talent Management Consultant at Saba Software, you’ll get the inside track on how to hold effective 1:1 meetings, including tips for getting managers on board. • Go beyond discussing the status of everyday work to higher level topics, including recognition, performance, development, and career aspirations • Learn how to decide meeting frequency, what to cover, as well as roles and responsibilities of the manager and employee • Understand how managers can build trust and make it comfortable for employees to provide upward feedback • Unite your organisation with a unified approach to 1:1 meetings Join us for this 1-hour webinar to get practical tips for building better manager-employee relationships with intention and purpose. About the Speakers Jamie Resker - Founder and Practice Leader for Employee Performance Solutions (EPS) Jamie Resker, Practice Leader and Founder of Employee Performance Solutions, is a recognized innovator in performance management. She is the originator of the-the Performance Continuum Feedback Method® and Conversations to Optimize Employee Performance training program; tools and training that reshape communications between managers and employees to drive and align performance. Jamie is on the faculty for the Northeast Human Resources Association, is a contributor to Halogen Software's Talent Space Blog, and is an editorial advisory board member for HR Examiner. Teala Wilson - Senior Consultant, Strategic Services, Saba Software Teala is a Talent Management Consultant at Halogen Software, now a part of Saba Software. She has worked with teams on a national and global level supporting human resources in areas such as performance management, recruitment, employee benefit programs, training and talent development, workforce planning and internal communications. Teala also has a personal passion for visual arts and design. Want to learn more? Join us for an upcoming Product Tour! http://bit.ly/2yitfqu

Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well

Saba Software

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Barbie - Brand Strategy Presentation

Good Stuff Happens in 1:1 Meetings: Why you need them and how to do them well

Data Mining Dylan: A Digital Humanities Journey

1. DATA MINING DYLAN: AN INTERACTIVE LOOK AT THE PLACES IN DYLAN’S SONGS Dustin Michels, Carleton College, ’18 June 1, 2018 data-mining-dylan.dustinmichels.com/

2. https://data-mining-dylan.dustinmichels.com/

3. DH JOURNEY “Hacking the Humanities” Fall 2015

4. DH JOURNEY “Hacking the Humanities” Fall 2015

5. DH JOURNEY “Hacking the Humanities” Mapping/ Carto Fall 2015

8. DH JOURNEY “Hacking the Humanities” Poop Map November 2015 Fall 2015

9. DH JOURNEY “Hacking the Humanities” Poop Map November 2015 Fall 2015

10. DH JOURNEY “Hacking the Humanities” Poop Map November 2015 Fall 2015

11. DH JOURNEY “Hacking the Humanities” Poop Map November 2015 Fall 2015 Winter 2017 Declare CS Major

12. DH JOURNEY “Hacking the Humanities” Poop Map November 2015 Fall 2015 “Data Visualization” Winter 2017 Declare CS Major Spring 2017

13. DH JOURNEY “Hacking the Humanities” Poop Map November 2015 Fall 2015 “Data Visualization” Winter 2017 Declare CS Major Spring 2017 Another map!

14.

15. PROJECT TASKS 1. Scrape lyrics from BobDylan.com 2. Identify places referenced in songs 3. Tally place references 4. Create map

16. PROJECT TASKS Web scraping Save Files Data processing Finding Cities Export Mapping Python (Requests, Beautiful Soup) Plain .txt Pure Python NLTK + csv of cities CSV CARTO

17. DH JOURNEY “Hacking the Humanities” Poop Map November 2015 Fall 2015 “Data Visualization” Winter 2017 Declare CS Major Spring 2017 Revisiting the map Winter/ Fall 2018

18. PROJECT TASKS Web scraping Save Files Data processing Finding Cities Export Mapping Python (Requests, Beautiful Soup) Plain .txt Pure Python NLTK + csv of cities CSV CARTO Scrapy JSON Python (Pandas, Jupyter Notebooks) Regular Expression + csv of cities GeoJSON Leaflet/ JavaScript /Vue

19. PROJECT TASKS Web scraping Save Files Data processing Finding Cities Export Mapping Python (Requests, Beautiful Soup) Plain .txt Pure Python NLTK + csv of cities CSV CARTO Scrapy JSON Python (Pandas, Jupyter Notebooks) Regular Expression + csv of cities GeoJSON Leaflet/ JavaScript /Vue

20. https://data-mining-dylan.dustinmichels.com/

21. CONCLUSION • Not particularly important project • Amazing jumping-off point for developing skills in DH, computer science, data- visualization