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Day 9
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‎day_9/day_9.ipynb‎

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"api = tweepy.API(auth, wait_on_rate_limit=True)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"public_tweets = api.home_timeline(count=100)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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" tweet_mode = 'extended',\n",
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" count=200).items(5000): # Change this to as high as you like, if you have time :)\n",
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" results.append(tweet._json)\n",
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" #print(tweet.user.screen_name + \"\\t\" + str(tweet.created_at) + \"\\t\" + tweet.full_text)"
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" print(tweet.user.screen_name + \"\\t\" + str(tweet.created_at) + \"\\t\" + tweet.full_text)"
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]
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},
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{
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"outputs": [],
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"source": [
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"import csv\n",
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"with open('cleaned_data.csv', 'w') as fn:\n",
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"with open('cleaned_data.csv', 'w', \n",
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" encoding='UTF-8',\n",
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" newline='') as fn:\n",
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" f = csv.writer(fn)\n",
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" f.writerow(['created_at',\n",
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" 'tweet_text',\n",

‎day_9/lecture/day_9.Rmd‎

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p <- function (x) {formatC(x, format='f', digits=1, big.mark=',')}
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```
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## Weekly Dad Joke
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## Dad Joke
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My neighbor had the nerve to ring my doorbell at 3 o'clock in the morning.
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Luckily I was still up playing the drums.
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<span class='fragment'> Luckily I was still up playing the drums. </span>
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## Housekeeping
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> - Self-assessment reflection
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> - Engagement during reading discussion
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> - Move to start of class?
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> - Close laptops?
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> - Do the readings!
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> - Text analysis
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> - Move earlier? Instead of/before web scraping?
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> - Form a study group?
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## Housekeeping
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> - Project Planning Document due next week
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## Solution sharing
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> - Wikipedia API
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> - Twitter exercises
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> - Ping in chat if you want to talk
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## Ethics in online data
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> - Some dangers
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## Balance is needed
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What are the dangers of too much caution?
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> - Emotional contagion as example case
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## Some principles
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> - Respect for persons, beneficence, Justice, Respect for Law and Public Interest
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> - Respect for persons, beneficence, justice, respect for law, and public interest
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> - Think through possible harms to participants and the systems
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> - Do work that has benefits
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> - Consult with others
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> - Alter quotes/usernames
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> - Share research with participants
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## Break
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## Working with online data
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> - Save the raw data
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> - Make your process reproducible
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## Limitations of online data
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> - Found, not made
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> - Missing (sometimes invisibly)
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> - Can result from changing/hidden processes
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## Day 9 challenge
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## Day 8 challenges + API assignment
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> - API mini-project
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> - How/where to share?

‎day_9/lecture/day_9.html‎

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<style type="text/css">code{white-space: pre;}</style>
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<style type="text/css">
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.container{
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display: flex;
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}
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.col{
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flex: 1;
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}
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.reveal section img{
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border: none;
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background: none;
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box-shadow: none;
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}
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.highlight {
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color: LightCoral;
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}
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.reveal h1,
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.reveal h3,
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text-transform: none;
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}
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.reveal h1 {
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margin-top:200px;
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}
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div.footnote {
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font-size: 40%;
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text-align: right;
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}
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.bg-image{
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width: 180px;
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}
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</style>
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<!-- Printing and PDF exports -->
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<script id="paper-css" type="application/dynamic-css">
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<div class="reveal">
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<div class="slides">
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<section>
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<h1 class="title">COM 674</h1>
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</section>
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<section class="slide level2">
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<style type="text/css">
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/* Changes to RevealJS default formatting.
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I prefer this style but you can change these to your preferences */
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/* This bit lets you do columns */
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.container{
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display: flex;
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.reveal h1,
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div.footnote {
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text-align: right;
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}
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.bg-image{
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width: 180px;
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}
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.reveal .slides section .fragment.fade-in-then-out,
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.reveal .slides section .fragment.current-visible {
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opacity: 0;
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visibility: hidden; }
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.reveal .slides section .fragment.fade-in-then-out.current-fragment,
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opacity: 1;
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visibility: inherit; }
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</style>
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</section>
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<section id="weekly-dad-joke" class="slide level2">
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<h2>Weekly Dad Joke</h2>
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<section id="dad-joke" class="slide level2">
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<h2>Dad Joke</h2>
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<p>My neighbor had the nerve to ring my doorbell at 3 o’clock in the morning.</p>
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<p>Luckily I was still up playing the drums.</p>
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<p><span class="fragment"> Luckily I was still up playing the drums. </span></p>
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</section>
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<section id="housekeeping" class="slide level2">
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<h2>Housekeeping</h2>
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<ul>
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<li class="fragment">Self-assessment reflection
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<ul>
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<li class="fragment">Engagement during reading discussion
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<ul>
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<li class="fragment">Move to start of class?</li>
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<li class="fragment">Close laptops?</li>
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<li class="fragment">Do the readings!</li>
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</ul></li>
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<li class="fragment">Text analysis
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<ul>
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<li class="fragment">Move earlier? Instead of/before web scraping?</li>
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<li class="fragment">Form a study group?</li>
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</ul></li>
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</ul></li>
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</ul>
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</section>
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<section id="housekeeping-1" class="slide level2">
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<h2>Housekeeping</h2>
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<ul>
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<li class="fragment">Project Planning Document due next week</li>
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</ul>
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</section>
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<section id="solution-sharing" class="slide level2">
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<h2>Solution sharing</h2>
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<ul>
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<li class="fragment">Wikipedia API</li>
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<li class="fragment">Twitter exercises</li>
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<li class="fragment">Self-assessment reflection</li>
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<li class="fragment">Ping in chat if you want to talk</li>
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</ul>
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</section>
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<section id="ethics-in-online-data" class="slide level2">
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</section>
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<section id="balance-is-needed" class="slide level2">
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<h2>Balance is needed</h2>
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<p>What are the dangers of too much caution?</p>
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<ul>
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<li class="fragment">Emotional contagion as example case</li>
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</ul>
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<p>What are the dangers of too much caution? &gt; - Emotional contagion as example case</p>
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</section>
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<section id="some-principles" class="slide level2">
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<h2>Some principles</h2>
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<ul>
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<li class="fragment">Respect for persons, beneficence, Justice, Respect for Law and Public Interest</li>
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<li class="fragment">Respect for persons, beneficence, justice, respect for law, and public interest</li>
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<li class="fragment">Think through possible harms to participants and the systems</li>
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<li class="fragment">Do work that has benefits</li>
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<li class="fragment">Consult with others</li>
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<li class="fragment">Share research with participants</li>
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</ul>
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</section>
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<section id="break" class="slide level2">
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<h2>Break</h2>
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</section>
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<section id="working-with-online-data" class="slide level2">
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<h2>Working with online data</h2>
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<ul>
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</section>
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<section id="limitations-of-online-data" class="slide level2">
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<h2>Limitations of online data</h2>
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<ul>
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<li class="fragment">Found, not made</li>
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<li class="fragment">Missing (sometimes invisibly)</li>
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<li class="fragment">Can result from changing/hidden processes</li>
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</ul>
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</section>
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<section id="day-8-challenges-api-assignment" class="slide level2">
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<h2>Day 8 challenges + API assignment</h2>
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<section id="day-9-challenge" class="slide level2">
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<h2>Day 9 challenge</h2>
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<ul>
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<li class="fragment">API mini-project</li>
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<li class="fragment">How/where to share?</li>
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</ul>
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</section>
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</div>
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</div>

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