Editing Data Into Insights (Spring 2021)
From CommunityData
Warning: You are not logged in. Your IP address will be publicly visible if you make any edits. If you log in or create an account, your edits will be attributed to your username, along with other benefits.
The edit can be undone. Please check the comparison below to verify that this is what you want to do, and then publish the changes below to finish undoing the edit.
Latest revision | Your text | ||
Line 244: | Line 244: | ||
* Salganik, M. (2017). [https://www.bitbybitbook.com/en/ethics/ethics-intro/ Chapter 6: Ethics] from ''Bit by Bit''. | * Salganik, M. (2017). [https://www.bitbybitbook.com/en/ethics/ethics-intro/ Chapter 6: Ethics] from ''Bit by Bit''. | ||
* Kassner, M. [https://www.techrepublic.com/article/5-ethics-principles-big-data-analysts-must-follow/ 5 ethics principles big data analysts must follow] | * Kassner, M. [https://www.techrepublic.com/article/5-ethics-principles-big-data-analysts-must-follow/ 5 ethics principles big data analysts must follow] | ||
* McNulty, K. (2018). [https:// | * McNulty, K. (2018). [https://towardsdatascience.com/beware-of-storytelling-with-data-1710fea554b0 Beware of 'storytelling' in data and analytics] | ||
* (Optional) Steinmann, M., Matei, S. A., & Collmann, J. (2016). A Theoretical Framework for Ethical Reflection in Big Data Research. (On Brightspace) | * (Optional) Steinmann, M., Matei, S. A., & Collmann, J. (2016). A Theoretical Framework for Ethical Reflection in Big Data Research. (On Brightspace) | ||
Line 335: | Line 335: | ||
* EDS Chapter 7 | * EDS Chapter 7 | ||
* Healy, K. [https://socviz.co/lookatdata.html Data Visualization Chapter 1] | * Healy, K. [https://socviz.co/lookatdata.html Data Visualization Chapter 1] | ||
* | * Gelman, A. and Unwin, A. (2012). [http://www.stat.columbia.edu/~gelman/research/published/vis14.pdf Infovis and statistical graphics: Differrent goals, different looks]. | ||
* (Optional) Williams, R. (2008). [https://purdue-primo-prod.hosted.exlibrisgroup.com/primo-explore/fulldisplay?docid=PURDUE_ALMA51793773920001081&context=L&vid=PURDUE&lang=en_US&search_scope=everything&adaptor=Local%20Search%20Engine&tab=default_tab&query=any,contains,The%20Non-Designer%27s%20Design%20Book&mode=Basic The Non-Designer's Design Book], Chapters 1-6 | * (Optional) Williams, R. (2008). [https://purdue-primo-prod.hosted.exlibrisgroup.com/primo-explore/fulldisplay?docid=PURDUE_ALMA51793773920001081&context=L&vid=PURDUE&lang=en_US&search_scope=everything&adaptor=Local%20Search%20Engine&tab=default_tab&query=any,contains,The%20Non-Designer%27s%20Design%20Book&mode=Basic The Non-Designer's Design Book], Chapters 1-6 | ||
Line 348: | Line 348: | ||
'''Assignment Due:''' | '''Assignment Due:''' | ||
* [[Data_Into_Insights_(Spring_2021)/Final_project#Step_1:_Identify_a_dataset|Submit the data source for your final project]] | * [[Data_Into_Insights_(Spring_2021)/Final_project#Step_1:_Identify_a_dataset|Submit the data source for your final project]] | ||
* | * Submit 2 questions for take-home exam | ||
'''Readings:''' | '''Readings:''' | ||
Line 358: | Line 358: | ||
'''Class Schedule:''' | '''Class Schedule:''' | ||
== Week 11: Text as data == | == Week 11: Text as data == | ||
Line 367: | Line 364: | ||
'''Assignment Due:''' | '''Assignment Due:''' | ||
* [[#Discussion Questions|Discussion questions]] | * [[#Discussion Questions|Discussion questions]] | ||
'''Readings:''' | '''Readings:''' | ||
Line 384: | Line 381: | ||
'''Assignment Due:''' | '''Assignment Due:''' | ||
* [[Self Assessment Reflection]] | * [[Self Assessment Reflection]] | ||
* [[/ | * [[/Exam|Take-home Exam]] | ||
'''Readings:''' | '''Readings:''' | ||
* [https://socviz.co/maps.html#maps DV Chapter 7: Maps] | * [https://socviz.co/maps.html#maps DV Chapter 7: Maps] | ||
'''Class Schedule:''' | '''Class Schedule:''' | ||
* Maps | * Maps | ||
* | * Networks | ||
* Annotations | * Annotations | ||
== Week 13: Importing and cleaning data == | == Week 13: Importing and cleaning data == | ||
Line 407: | Line 405: | ||
'''Assignment Due:''' | '''Assignment Due:''' | ||
* [[Data Into Insights (Spring 2021)/Final project#Step_2:_Explore_the_data_and_write_a_proposal|Proposal for final project]] | * [[Data Into Insights (Spring 2021)/Final project#Step_2:_Explore_the_data_and_write_a_proposal|Proposal for final project]] | ||
Line 423: | Line 420: | ||
'''Assignment Due:''' | '''Assignment Due:''' | ||
* [[#Discussion Questions| | * [[#Discussion Questions|Discussion questions]] | ||
* [[Data_Into_Insights_(Spring_2021)/Final_project#Step_2:_Explore_the_data_and_write_a_proposal|New version of final project proposal]] (edited following peer feedback) | * [[Data_Into_Insights_(Spring_2021)/Final_project#Step_2:_Explore_the_data_and_write_a_proposal|New version of final project proposal]] (edited following peer feedback) | ||
'''Readings:''' | '''Readings:''' | ||
* Kim, Y. et al. (2017). [http://users.eecs.northwestern.edu/~jhullman/explaining_the_gap.pdf Explaining the Gap: Visualizing One’s Predictions | * Kim, Y. et al. (2017). [http://users.eecs.northwestern.edu/~jhullman/explaining_the_gap.pdf Explaining the Gap: Visualizing One’s Predictions ImprovesRecall and Comprehension of Data]. | ||
* Knaflic, C. N. ( | * Knaflic, C. N. (1029). [https://purdue.alma.exlibrisgroup.com/view/uresolver/01PURDUE_PUWL/openurl?ctx_enc=info:ofi/enc:UTF-8&ctx_id=10_1&ctx_tim=2020-06-13T12%3A39%3A32IST&ctx_ver=Z39.88-2004&url_ctx_fmt=info:ofi/fmt:kev:mtx:ctx&url_ver=Z39.88-2004&rfr_id=info:sid/primo.exlibrisgroup.com-PURDUE_ALMA&req_id=_c20e3fe9e4a9a31b0162ece2023b8d45&rft_dat=ie=01PURDUE_PUWL:51807454010001081,language=eng,view=PURDUE&svc_dat=viewit&u.ignore_date_coverage=true&req.skin=PUWL&Force_direct=true&is_new_ui=true Storytelling with Data] Chapter 6 | ||
* EDS Chapter 9 | * EDS Chapter 9 | ||
Line 437: | Line 433: | ||
'''Assignment Due:''' | '''Assignment Due:''' | ||
* | * [[#Discussion Questions|Discussion questions]] | ||
* [[Data_Into_Insights_(Spring_2021)/Final_project#Step_3:_Write_a_rough_draft|Final project rough draft]] for peer feedback | * [[Data_Into_Insights_(Spring_2021)/Final_project#Step_3:_Write_a_rough_draft|Final project rough draft]] for peer feedback | ||
'''Readings:''' | '''Readings:''' | ||
'''Topics:''' | '''Topics:''' | ||
* | * Including uncertainty | ||
April 29 | April 29 |