notebook.community

Edit and run

Steps

  1. Collect data
  2. Generate JSON of integrated subset from all sources

  3. Convert to final forms

    a. RSS feed b. HTML page

Getting the data

Indiegogo

There's no API, so we'll need to scrape the HTML

Libraries used





In [7]:



    


!pip install requests beautifulsoup4
!pip install requests



    


















    






Requirement already satisfied (use --upgrade to upgrade): requests in /home/catherine/ve/afd3/lib/python3.4/site-packages
Requirement already satisfied (use --upgrade to upgrade): beautifulsoup4 in /home/catherine/ve/afd3/lib/python3.4/site-packages
Cleaning up...
Requirement already satisfied (use --upgrade to upgrade): requests in /home/catherine/ve/afd3/lib/python3.4/site-packages
Cleaning up...

















In [3]:



    


import bs4
import requests

Download





In [4]:



    


resp = requests.get('https://www.indiegogo.com/explore?filter_title=dayton')

Parse

The BeautifulSoup library converts a raw string of HTML into a highly searchable object





In [5]:



    


soup = bs4.BeautifulSoup(resp.text)

inspecting the HTML, it looks like each project is described in a div of class i-project-card. For example:





In [19]:



    


proj0 = soup.find_all('div', class_='i-project-card')[0]
proj0



    


















    
Out[19]:








<div class="i-project-card ">
<a class="i-category-header" href="/explore/music">
<span class="i-icon i-category-icon i-glyph-icon-22-music"></span>
<span>Music</span>
</a>
<a class="i-project" href="/projects/sean-dayton-psalms-ep/piad?sa=0&amp;sp=0">
<div class="i-img" data-src="https://res.cloudinary.com/indiegogo-media-prod-cld/image/upload/c_fill,h_220,w_220/v1407165049/grmirid418gsa0lwwwyq.jpg">
</div>
<div class="i-content">
<div class="i-title">Sean Dayton :: Psalms EP</div>
<div class="i-tagline ">Help Sean Dayton record a Psalms EP. Pre-order the album and get some great rewards!</div>
</div>
<div class="i-stats">
<span class="currency currency-medium"><span>$4,000</span><em>CAD</em></span>
<div class="i-progress-bar">
<div class="i-complete" style="width: 100%"></div>
</div>
<div class="i-bottom-row">
<div class="i-percent">
            100%
          </div>
<div class="i-time-left">
            0 time left
          </div>
</div>
</div>
</a></div>

We may want to drill into each individual project page for more details.





In [23]:



    


detail_url = proj0.find('a', class_='i-project')
detail_url['href']



    


















    
Out[23]:








'/projects/sean-dayton-psalms-ep/piad?sa=0&sp=0'

















In [29]:



    


detail_url = 'https://www.indiegogo.com' + detail_url['href']
detail_url



    


















    
Out[29]:








'https://www.indiegogo.com/projects/sean-dayton-psalms-ep/piad?sa=0&sp=0'

















In [26]:



    


detail_resp = requests.get('https://www.indiegogo.com' + detail_url['href'])



    











In [28]:



    


detail_soup = bs4.BeautifulSoup(detail_resp.text)
detail_soup



    


















    
Out[28]:








<!DOCTYPE html>

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<title>Sean Dayton :: Psalms EP | Indiegogo</title>
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<meta content="Sean Dayton :: Psalms EP | Indiegogo" name="title"/>
<meta content="Help Sean Dayton record a Psalms EP. Pre-order the album and get some great rewards!" name="description"/>
<meta content="fundraising, crowdfunding ideas, raise money online, crowdfunding, fundraising ideas, crowdfunding sites, Indiegogo, easy fundraising, film crowdfunding, hardware crowdfunding, fundraisers" name="keywords"/>
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<h1>Sean Dayton :: Psalms EP</h1>
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<div class="i-balance"><span class="currency currency-xlarge"><span>$4,000</span><em>CAD</em></span></div>
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      raised by
      <span class="i-raised-funders">42 people</span>
<span class="i-raised-in-time">in 1 month</span>
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        <div class="i-campaign-closed-subheader">This campaign ended on September 8, 2014</div>
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<div class="i-sidebar-header">Select a Perk</div>
<ul class="i-perks js-perks">
<li class="perk rounded shadow i-perk" id="perk_id_2221418">
<div class="amount bold i-perk-amount">
<span class="currency currency-large"><span>$1</span><em>CAD</em></span>
</div>
<div class="perk-title i-perk-title">
      New Song Download
    </div>
<p class="description i-perk-description">A digital download of my new song: The Apple (acoustic version). Every dollar helps!</p>
<div class="claim clearfix">
<p class="fl claimed big-perk-button i-claim-item"><span class="i-value">1</span>  claimed
    </p>
</div>
</li>
<li class="perk rounded shadow i-perk" id="perk_id_2221429">
<div class="amount bold i-perk-amount">
<span class="currency currency-large"><span>$5</span><em>CAD</em></span>
</div>
<div class="perk-title i-perk-title">
      Digital Download
    </div>
<p class="description i-perk-description">You get the digital version of the full EP (5 Songs) before it's released + The Apple (acoustic version).</p>
<div class="claim clearfix">
<p class="fl claimed big-perk-button i-claim-item"><span class="i-value">5</span>  claimed
    </p>
</div>
</li>
<li class="perk rounded shadow i-perk" id="perk_id_2221444">
<div class="amount bold i-perk-amount">
<span class="currency currency-large"><span>$12</span><em>CAD</em></span>
</div>
<div class="perk-title i-perk-title">
      Physical CD + Download
    </div>
<p class="description i-perk-description">A physical copy of the CD + Digital download of the entire EP before it’s released + The Apple (acoustic version).</p>
<div class="claim clearfix">
<p class="fl claimed big-perk-button i-claim-item"><span class="i-value">7</span>  claimed
    </p>
</div>
</li>
<li class="perk rounded shadow i-perk" id="perk_id_2221471">
<div class="amount bold i-perk-amount">
<span class="currency currency-large"><span>$18</span><em>CAD</em></span>
</div>
<div class="perk-title i-perk-title">
      Signed CD + Download
    </div>
<p class="description i-perk-description">A signed copy of the CD + Digital download of the EP before it’s released + The Apple (acoustic version).</p>
<div class="claim clearfix">
<p class="fl claimed big-perk-button i-claim-item"><span class="i-value">10</span>  claimed
    </p>
</div>
</li>
<li class="perk rounded shadow i-perk" id="perk_id_2221493">
<div class="amount bold i-perk-amount">
<span class="currency currency-large"><span>$30</span><em>CAD</em></span>
</div>
<div class="perk-title i-perk-title">
      CD + ALL Previous Music (MP3)
    </div>
<p class="description i-perk-description">A copy of the CD + Digital download of ALL previous albums + Download of the EP before it’s released + The Apple (acoustic version).</p>
<div class="claim clearfix">
<p class="fl claimed big-perk-button i-claim-item"><span class="i-value">2</span>  claimed
    </p>
</div>
</li>
<li class="perk rounded shadow i-perk" id="perk_id_2221508">
<div class="amount bold i-perk-amount">
<span class="currency currency-large"><span>$50</span><em>CAD</em></span>
</div>
<div class="perk-title i-perk-title">
      5 CDs for your friends
    </div>
<p class="description i-perk-description">5 Physical copies of the EP + Digital download of ALL previous albums + Download of the EP before it’s released + The Apple (acoustic version).</p>
<div class="claim clearfix">
<p class="fl claimed big-perk-button i-claim-item"><span class="i-value">5</span>  claimed
    </p>
</div>
</li>
<li class="perk rounded shadow i-perk" id="perk_id_2221560">
<div class="amount bold i-perk-amount">
<span class="currency currency-large"><span>$100</span><em>CAD</em></span>
</div>
<div class="perk-title i-perk-title">
      5 CDs + ALL Previous CDs
    </div>
<p class="description i-perk-description">5 Physical copies of the EP + ALL previous CDs (4 albums) + Download of the EP before it’s released + The Apple (acoustic version).</p>
<div class="claim clearfix">
<p class="fl claimed big-perk-button i-claim-item"><span class="i-value">3</span>  claimed
    </p>
</div>
</li>
<li class="perk rounded shadow i-perk" id="perk_id_2221582">
<div class="amount bold i-perk-amount">
<span class="currency currency-large"><span>$250</span><em>CAD</em></span>
</div>
<div class="perk-title i-perk-title">
      Record Psalm of your choice
    </div>
<p class="description i-perk-description">I will write and record a setting of the Psalm of your choice + 5 copies of the new EP + Digital download of ALL previous albums + Download of the EP before it’s released + The Apple (acoustic version).</p>
<div class="claim clearfix">
<p class="fl claimed big-perk-button i-claim-item"><span class="i-value">1</span>  claimed
    </p>
</div>
</li>
<li class="perk rounded shadow i-perk" id="perk_id_2221619">
<div class="amount bold i-perk-amount">
<span class="currency currency-large"><span>$350</span><em>CAD</em></span>
</div>
<div class="perk-title i-perk-title">
      Skype Concert
    </div>
<p class="description i-perk-description">A personal 30-45 minute private concert over Skype + 5 copies of the new EP + Digital download of ALL previous albums + Download of the EP before it’s released + The Apple (acoustic version).</p>
<div class="claim clearfix">
<p class="fl claimed big-perk-button i-claim-item"><span class="i-value">0</span>  claimed
    </p>
</div>
</li>
<li class="perk rounded shadow i-perk" id="perk_id_2221635">
<div class="amount bold i-perk-amount">
<span class="currency currency-large"><span>$650</span><em>CAD</em></span>
</div>
<div class="perk-title i-perk-title">
      House concert
    </div>
<p class="description i-perk-description">A Psalms concert at your house (anywhere in Ontario) + 10 copies of the new EP + Digital download of ALL previous albums + Download of the EP before it’s released + The Apple (acoustic version).</p>
<div class="claim clearfix">
<p class="fl claimed big-perk-button i-claim-item"><span class="i-value">1</span>  claimed
    </p>
</div>
</li>
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In [ ]:

Kickstarter

There's an undocumented API that can give us JSON.





In [13]:



    


kicks_raw = requests.get('http://www.kickstarter.com/projects/search.json?search=&term=dayton')



    











In [14]:



    


import json



    











In [15]:



    


data = json.loads(kicks_raw.text)



    











In [18]:



    


data['projects'][0]



    


















    
Out[18]:








{'backers_count': 32,
 'blurb': 'Twist Cupcakery needs your help launching our gourmet Cupcakery in Downtown Dayton',
 'category': {'id': 312,
  'name': 'Restaurants',
  'parent_id': 10,
  'position': 9,
  'slug': 'food/restaurants',
  'urls': {'web': {'discover': 'http://www.kickstarter.com/discover/categories/food/restaurants'}}},
 'country': 'US',
 'created_at': 1426798848,
 'creator': {'avatar': {'medium': 'https://ksr-ugc.imgix.net/avatars/14582541/20140223_172627_1_(2).original.jpg?v=1429873398&w=160&h=160&fit=crop&auto=format&q=92&s=4fc3285d6477ec6898bd29151e22b3a2',
   'small': 'https://ksr-ugc.imgix.net/avatars/14582541/20140223_172627_1_(2).original.jpg?v=1429873398&w=80&h=80&fit=crop&auto=format&q=92&s=3e14b82a86a7442f811eb3868276081d',
   'thumb': 'https://ksr-ugc.imgix.net/avatars/14582541/20140223_172627_1_(2).original.jpg?v=1429873398&w=40&h=40&fit=crop&auto=format&q=92&s=f931e8f349ac2ec62d51a9f5b29c0be5'},
  'id': 1661945159,
  'name': "Alexandra 'Kate' Rivers",
  'urls': {'api': {'user': 'https://api.kickstarter.com/v1/users/1661945159?signature=1431566585.ec8db2df86565d8cd8d16d0e3c111cea62fded90'},
   'web': {'user': 'https://www.kickstarter.com/profile/1661945159'}}},
 'currency': 'USD',
 'currency_symbol': '$',
 'currency_trailing_code': True,
 'deadline': 1433161759,
 'disable_communication': False,
 'goal': 6000.0,
 'id': 1745647424,
 'launched_at': 1430396959,
 'location': {'country': 'US',
  'displayable_name': 'Dayton, OH',
  'id': 2389876,
  'is_root': False,
  'name': 'Dayton',
  'short_name': 'Dayton, OH',
  'slug': 'dayton-oh',
  'state': 'OH',
  'type': 'Town',
  'urls': {'api': {'nearby_projects': 'https://api.kickstarter.com/v1/discover?signature=1431550880.d1795ee732dbbb7f59d78878dbd48afc47f8f416&woe_id=2389876'},
   'web': {'discover': 'https://www.kickstarter.com/discover/places/dayton-oh',
    'location': 'https://www.kickstarter.com/locations/dayton-oh'}}},
 'name': 'Twist Cupcakery',
 'photo': {'1024x768': 'https://ksr-ugc.imgix.net/projects/1740438/photo-original.jpg?v=1429843254&w=1024&h=768&fit=crop&auto=format&q=92&s=9ec95a45f276515e45f8659795b95c5e',
  '1536x1152': 'https://ksr-ugc.imgix.net/projects/1740438/photo-original.jpg?v=1429843254&w=1536&h=1152&fit=crop&auto=format&q=92&s=ccfaba38c7497042cf07b5668427a81b',
  'ed': 'https://ksr-ugc.imgix.net/projects/1740438/photo-original.jpg?v=1429843254&w=338&h=250&fit=crop&auto=format&q=92&s=4737a87f2bb0ca156b5eb3eb49db30f6',
  'full': 'https://ksr-ugc.imgix.net/projects/1740438/photo-original.jpg?v=1429843254&w=560&h=420&fit=crop&auto=format&q=92&s=2fdb31db6d5f2035adf14feba3015bab',
  'little': 'https://ksr-ugc.imgix.net/projects/1740438/photo-original.jpg?v=1429843254&w=200&h=150&fit=crop&auto=format&q=92&s=764ad6bb4e786cf79d3bf13873a81cb1',
  'med': 'https://ksr-ugc.imgix.net/projects/1740438/photo-original.jpg?v=1429843254&w=266&h=200&fit=crop&auto=format&q=92&s=81e4c76180ea7c00ecb91ff14c3ee0c5',
  'small': 'https://ksr-ugc.imgix.net/projects/1740438/photo-original.jpg?v=1429843254&w=160&h=120&fit=crop&auto=format&q=92&s=5c2e757c7b881556b2d659725379b680',
  'thumb': 'https://ksr-ugc.imgix.net/projects/1740438/photo-original.jpg?v=1429843254&w=40&h=30&fit=crop&auto=format&q=92&s=e10b6ba0759508078abb002ef368f96f'},
 'pledged': 3846.0,
 'profile': {'background_color': None,
  'background_image_opacity': 0.8,
  'blurb': None,
  'feature_image_attributes': {'image_urls': {'baseball_card': 'https://ksr-ugc.imgix.net/projects/1740438/photo-original.jpg?v=1429843254&w=1536&h=1152&fit=crop&auto=format&q=92&s=ccfaba38c7497042cf07b5668427a81b',
    'default': 'https://ksr-ugc.imgix.net/projects/1740438/photo-original.jpg?v=1429843254&w=1536&h=1152&fit=crop&auto=format&q=92&s=ccfaba38c7497042cf07b5668427a81b'}},
  'id': 1780012,
  'link_background_color': None,
  'link_text': None,
  'link_text_color': None,
  'link_url': None,
  'name': None,
  'project_id': 1780012,
  'should_show_feature_image': True,
  'show_feature_image': False,
  'state': 'inactive',
  'state_changed_at': 1426798848,
  'text_color': None},
 'slug': 'twist-cupcakery',
 'spotlight': False,
 'state': 'live',
 'state_changed_at': 1430396960,
 'static_usd_rate': '1.0',
 'urls': {'web': {'project': 'https://www.kickstarter.com/projects/1661945159/twist-cupcakery?ref=discovery',
   'rewards': 'https://www.kickstarter.com/projects/1661945159/twist-cupcakery/rewards'}},
 'usd_pledged': '3846.0'}

















In [ ]:

Content source: centaurustech/crowdfunding937

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