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<p>Vasmos a cargar el dataset de AirBnB descargado de <a href="https://public.opendatasoft.com/explore/dataset/airbnb-listings/export/?disjunctive.host_verifications&disjunctive.amenities&disjunctive.features&q=Madrid&dataChart=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%3D&location=16,41.38377,2.15774&basemap=jawg.streets">aquí</a></p>
<p><img src="descargar.png" class="img-fluid"></p>
<div class="cell">
<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a>airbnb<span class="ot"><-</span><span class="fu">read.csv</span>(<span class="st">'airbnb-listings.csv'</span>,<span class="at">sep =</span> <span class="st">';'</span>)</span>
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="fu">options</span>(<span class="at">repr.plot.height=</span><span class="dv">4</span>,<span class="at">repr.plot.width=</span><span class="dv">6</span>,<span class="at">repr.plot.res =</span> <span class="dv">300</span>)</span>
<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(dplyr)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stderr">
<pre><code>
Attaching package: 'dplyr'</code></pre>
</div>
<div class="cell-output cell-output-stderr">
<pre><code>The following objects are masked from 'package:stats':
filter, lag</code></pre>
</div>
<div class="cell-output cell-output-stderr">
<pre><code>The following objects are masked from 'package:base':
intersect, setdiff, setequal, union</code></pre>
</div>
</div>
<ol type="1">
<li>Vamos a quedarnos con las columnas de mayor interés: ‘City’,‘Room.Type’,‘Neighbourhood’,‘Accommodates’,‘Bathrooms’,‘Bedrooms’,‘Beds’,‘Price’,‘Square.Feet’,‘Guests.Included’,‘Extra.People’,‘Review.Scores.Rating’,‘Latitude’, ‘Longitude’ Nos quedarmos solo con las entradas de Madrid para Room.Type==“Entire home/apt” y cuyo barrio (Neighbourhood) no está vacio ’’ Podemos eliminar las siguientes columnas que ya no son necesarias: “Room.Type”,‘City’ Llama a nuevo dataframe df_madrid.</li>
</ol>
<div class="cell">
<div class="sourceCode cell-code" id="cb5"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(airbnb)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stdout">
<pre><code> ID Listing.Url Scrape.ID Last.Scraped
1 13531067 https://www.airbnb.com/rooms/13531067 2.017040e+13 2017-04-02
2 15459188 https://www.airbnb.com/rooms/15459188 2.017041e+13 2017-04-08
3 13184463 https://www.airbnb.com/rooms/13184463 2.017041e+13 2017-04-08
4 17115175 https://www.airbnb.com/rooms/17115175 2.017041e+13 2017-04-08
5 6766647 https://www.airbnb.com/rooms/6766647 2.017031e+13 2017-03-07
6 14835984 https://www.airbnb.com/rooms/14835984 2.017040e+13 2017-04-02
Name
1 AMSTERDAM, OUD-WEST
2 Paseo De Gracia I (433)
3 Rooftop 2 terraces full of art, style and views
4 Flat close to Plaza España - Eixample
5 5 Minutes to Downtown, Zilker!
6 Delightful ground floor apartment
Summary
1 Cozy private room with a double bed in Oud-West, Amsterdam. Typical Dutch local neighborhood quiet but with live. All sorts of facilities: supermarkets, stores, cafés 1 min walking. Great location: 5min to the center, 7min Leidseplein (restaurants, bars, shops, etc.), the marvelous famous FoodHallen (restaurants), Waterkant (bar), Kade West (café).
2 Unique apartment in vibrant neighborhoods, carefully selected by expert to make sure you like them as much as we do. A local concierge will welcome you and guide you during your entire stay to assist you in everything you may need.
3 Our place is In the cross between Born, Barcelona and Gotic Quarter. You'll love place because of the views, the 2 rooftops, , the outdoors space, the location. My place is good for couples, solo adventurers, business travelers, and families (with (URL HIDDEN) a really special flat with lots of light and art
4 - Comfortable and clean double bedroom, with a big bed and wardrobe. - Private full equiped bathroom. - Large living room with working area, High Speed Wifi and TV with Netflix. - Fully equipped kitchen. - Breakfast included.
5 Get everywhere in minutes! Charming, traditional home in the heart of old Austin. 2500 square foot home on a large 1/2 acre lot. Exceptionally convenient to ACL, SXSW, Formula One, and all that Austin has to offer.
6 Our apartment is near Le Fournil de Sebastien, The Red Sun Amsterdam, Vondelpark, Amsterdams Bos, Zuidas, Beethovenstraat. It's a delightful ground floor apartment with lots of light, a nice garden, hammock, private entrance, bathroom, toilet, 2 bedrooms, kitchen and sitting area in a nice neighborhood. We have 1 bedroom for a baby, a box, a chair. It's ideal for one couple or a couple with 1 little one. You're welcome to stay with us if you are a couple, business visit or as a family.
Space
1
2 Its high ceilings, wooden floors, large windows and a delightful luscious grey backdrop, exalt the relax sophistication of this two bedroom apartment. Yet the modern Paseo de Gracia Deluxe I is welcoming and cosy. Gracefully furnished, the living room area is fitted out with a large sofa, two chesterfield armchairs, a coffee table and for your entertainment there is a Flat Screen TV and Wi-Fi Service. An elegant dining table for six is next to the fully equipped kitchen, where you'll find everything you might need to prepare your meals: fridge, stove, oven, microwave, toaster, kettle and plenty of cabinets filled with crockery and utensils. The bedrooms are serene and cosy, one features two single beds and the master bedroom has a double bed. The bathroom boasts a relaxing bathtub, ideal after an adventurous day. While in Barcelona live like Barcelonians do. The spacious Paseo de Gracia Deluxe i two bedroom apartment is beautifully located in a residential area and can comfortably hous
3 The views above Barcelona are unique. The style is a mix of nordic with mediterranean style (we are a swedish-spanish couple) and the location between the trendy neighbourhood of Born, the charming Gotic Quarter and the Barceloneta beach
4
5 Located on a large tree-covered lot less than two miles from downtown in one of Austin's oldest neighborhoods, our home is central to everything Austin has to offer. You will enjoy all the comforts of home in a setting evoking the elegance of the past. Tuck in to eat in the charming breakfast nook, enjoy your morning coffee or night-time refreshment on the large covered porch, doze in the hammock under the pecan trees, cuddle up with a book next to the beautifully carved limestone hearth in the living room, or watch movies in the den. Upstairs, the home has a bathroom with a tub with shower. There also are three large bedrooms including a master with a king bed and two rooms with a queen and double bed respectively. If sharing a bed is not desirable, there is a queen sofa-bed in the den downstairs in addition to two extra twin mattresses. We will provide clean bed linens and towels. A blow dryer also is available for your use. Downstairs, there is a bathroom with a shower, the kitchen
6 Loft atmosphere Nice garden A lot of glass allows light to enter the whole apartment We would like or prefer people who wants to stay 1 or 2 week(s) from 3th - 17 september check out. This is for now our only available dates. Hope you'll fit it!
Description
1 Cozy private room with a double bed in Oud-West, Amsterdam. Typical Dutch local neighborhood quiet but with live. All sorts of facilities: supermarkets, stores, cafés 1 min walking. Great location: 5min to the center, 7min Leidseplein (restaurants, bars, shops, etc.), the marvelous famous FoodHallen (restaurants), Waterkant (bar), Kade West (café).
2 Unique apartment in vibrant neighborhoods, carefully selected by expert to make sure you like them as much as we do. A local concierge will welcome you and guide you during your entire stay to assist you in everything you may need. Its high ceilings, wooden floors, large windows and a delightful luscious grey backdrop, exalt the relax sophistication of this two bedroom apartment. Yet the modern Paseo de Gracia Deluxe I is welcoming and cosy. Gracefully furnished, the living room area is fitted out with a large sofa, two chesterfield armchairs, a coffee table and for your entertainment there is a Flat Screen TV and Wi-Fi Service. An elegant dining table for six is next to the fully equipped kitchen, where you'll find everything you might need to prepare your meals: fridge, stove, oven, microwave, toaster, kettle and plenty of cabinets filled with crockery and utensils. The bedrooms are serene and cosy, one features two single beds and the master bedroom has a double bed. The bathroom bo
3 Our place is In the cross between Born, Barcelona and Gotic Quarter. You'll love place because of the views, the 2 rooftops, , the outdoors space, the location. My place is good for couples, solo adventurers, business travelers, and families (with (URL HIDDEN) a really special flat with lots of light and art The views above Barcelona are unique. The style is a mix of nordic with mediterranean style (we are a swedish-spanish couple) and the location between the trendy neighbourhood of Born, the charming Gotic Quarter and the Barceloneta beach
4 - Comfortable and clean double bedroom, with a big bed and wardrobe. - Private full equiped bathroom. - Large living room with working area, High Speed Wifi and TV with Netflix. - Fully equipped kitchen. - Breakfast included. Blue underground line - 5 minutes walking Sants Estació Central Train Station - 15 minutes walking
5 Get everywhere in minutes! Charming, traditional home in the heart of old Austin. 2500 square foot home on a large 1/2 acre lot. Exceptionally convenient to ACL, SXSW, Formula One, and all that Austin has to offer. Located on a large tree-covered lot less than two miles from downtown in one of Austin's oldest neighborhoods, our home is central to everything Austin has to offer. You will enjoy all the comforts of home in a setting evoking the elegance of the past. Tuck in to eat in the charming breakfast nook, enjoy your morning coffee or night-time refreshment on the large covered porch, doze in the hammock under the pecan trees, cuddle up with a book next to the beautifully carved limestone hearth in the living room, or watch movies in the den. Upstairs, the home has a bathroom with a tub with shower. There also are three large bedrooms including a master with a king bed and two rooms with a queen and double bed respectively. If sharing a bed is not desirable, there is a queen sofa-b
6 Our apartment is near Le Fournil de Sebastien, The Red Sun Amsterdam, Vondelpark, Amsterdams Bos, Zuidas, Beethovenstraat. It's a delightful ground floor apartment with lots of light, a nice garden, hammock, private entrance, bathroom, toilet, 2 bedrooms, kitchen and sitting area in a nice neighborhood. We have 1 bedroom for a baby, a box, a chair. It's ideal for one couple or a couple with 1 little one. You're welcome to stay with us if you are a couple, business visit or as a family.
Experiences.Offered
1 none
2 none
3 none
4 none
5 none
6 none
Neighborhood.Overview
1
2
3
4
5 The Tarrytown neighborhood is best known for its elegant houses, churches, and quiet parks. It is one of Austin's most beautiful residential communities, near to downtown, Lake Austin, and University of Texas. Lake Austin, one of the main highlights of the Tarrytown neighborhood, is ideal for boating, swimming, water-skiing, and picnics. On the southern edge of the neighborhood sits the Lions Municipal Golf Course which is another great attraction. On the north end of the neighborhood, the Laguna Gloria Museum and Mayfield Nature Preserve provide alternative entertainment options. The Mayfield Nature Preserve is a tranquil 22 acres of trails, creeks, flowers, and peacocks.
6 Near shoppingstreet Beethovenstraat Near supermarket Near Amsterdams bos and Vondelpark Near VUMC
Notes
1
2
3
4
5 Our cat normally lives in the house. He will not be present for your stay.
6
Transit
1
2
3
4 Blue underground line - 5 minutes walking Sants Estació Central Train Station - 15 minutes walking
5 The location is exceptionally convenient, with easy access to Mopac, lakes, festivals, restaurants, shopping, parks, golf, bars, conventions, and shows; just minutes to anywhere in the city via car, city bus, bike, taxi, Fare, Fasten (like uber), and even your feet. Located just 2 miles from downtown (SXSW, convention center) and UT, we are a 25-minute drive to the Formula 1 track. Just 2 blocks away, there is a small neighborhood park and pool, with lovely shade trees and lots of play equipment. The pool is a relaxing place to spend a summer afternoon. The park marks the northern end of the Johnson Creek Trail, with direct access to the Butler Hike and Bike Trail, perfect for walking or biking to Lady Bird Lake and Zilker Park (ACL, Barton Springs). Also within a mile radius is the historic Deep Eddy Pool, touted as the oldest pool in Texas, fed with clear, cold spring water. During the summer months, the pool sponsors Splash Party Movie Nights, showing family films on an inflatabl
6 Bus and tram are just around the corner 15 minutes walk to train station Zuid ( and you can go by bus ).
Access
1
2
3
4
5 Outdoor porch, hammock, Weber gas grill, large yard, parking in driveway.
6
Interaction
1
2
3
4
5 Owners or their representative will be a phone call away and just around the corner if anything comes up.
6 None
House.Rules
1
2
3
4
5 1. Smoking is NOT allowed inside the residence. Your deposit will not be refunded if interior smoking has occurred during Tenant’s stay. 2. Check in time is at 3:00 pm CST and check out time is at 11:00 am CST. We have check-in/out times to give us enough time to clean and prepare the house for the next guest. If you need an earlier check-in or a later checkout time please call us and we will see if we can accommodate you. 3. We will provide you with a code to the house upon arrival. 4. There is a maximum occupancy rate of 8 persons. 5. The Property is NOT to be used for parties, weddings, special events, business marketing, or as a group gathering place during festivals. 6. Please keep the Property and all furnishings in good order as if they were your own. Only use appliances for their intended uses. 7. AT CHECK OUT • Please turn off all lights (switches) • Place used towels in the laundry room. • You may leave the sheets, pillowcases and blankets on the beds. • Please put u
6 - Checking is possible earlier on the 3th of september. - Instructions of the house rules you get when you arrive and signing this after reading. U dient de huisregels checklist te volgen en te ondertekenen bij aankomst.
Thumbnail.Url
1 https://a0.muscache.com/im/pictures/0cfd0182-b3b2-42cf-902f-24cb73a6c82e.jpg?aki_policy=small
2 https://a0.muscache.com/im/pictures/ced19499-8a7b-4adb-abae-a5c999d57f93.jpg?aki_policy=small
3 https://a0.muscache.com/im/pictures/6e41526e-edb9-483b-83ae-e6104cd7439b.jpg?aki_policy=small
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6 https://a0.muscache.com/im/pictures/d43b2a48-fdfa-4b7b-a0bc-7f2dbfaad4be.jpg?aki_policy=small
Medium.Url
1 https://a0.muscache.com/im/pictures/0cfd0182-b3b2-42cf-902f-24cb73a6c82e.jpg?aki_policy=medium
2 https://a0.muscache.com/im/pictures/ced19499-8a7b-4adb-abae-a5c999d57f93.jpg?aki_policy=medium
3 https://a0.muscache.com/im/pictures/6e41526e-edb9-483b-83ae-e6104cd7439b.jpg?aki_policy=medium
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6 https://a0.muscache.com/im/pictures/d43b2a48-fdfa-4b7b-a0bc-7f2dbfaad4be.jpg?aki_policy=medium
Picture.Url
1 https://public.opendatasoft.com/api/explore/v2.1/catalog/datasets/airbnb-listings/files/6351fdb41e5c30c168b2488e052d032f
2 https://public.opendatasoft.com/api/explore/v2.1/catalog/datasets/airbnb-listings/files/a50035feace5793748d435da524d4848
3 https://public.opendatasoft.com/api/explore/v2.1/catalog/datasets/airbnb-listings/files/4c53d12c8a66378613f7ae09f4753493
4 https://public.opendatasoft.com/api/explore/v2.1/catalog/datasets/airbnb-listings/files/1be6d944c0e032df42793525d62d8aa5
5 https://public.opendatasoft.com/api/explore/v2.1/catalog/datasets/airbnb-listings/files/c5b21806a0217514204d784fc0e4d383
6 https://public.opendatasoft.com/api/explore/v2.1/catalog/datasets/airbnb-listings/files/d01cfc859054323d390026a2cb65fd49
XL.Picture.Url
1 https://a0.muscache.com/im/pictures/0cfd0182-b3b2-42cf-902f-24cb73a6c82e.jpg?aki_policy=x_large
2 https://a0.muscache.com/im/pictures/ced19499-8a7b-4adb-abae-a5c999d57f93.jpg?aki_policy=x_large
3 https://a0.muscache.com/im/pictures/6e41526e-edb9-483b-83ae-e6104cd7439b.jpg?aki_policy=x_large
4 https://a0.muscache.com/im/pictures/9611407d-167f-4b4d-8c52-6af8fa705e29.jpg?aki_policy=x_large
5 https://a0.muscache.com/im/pictures/97530293/306065ec_original.jpg?aki_policy=x_large
6 https://a0.muscache.com/im/pictures/d43b2a48-fdfa-4b7b-a0bc-7f2dbfaad4be.jpg?aki_policy=x_large
Host.ID Host.URL Host.Name Host.Since
1 36775877 https://www.airbnb.com/users/show/36775877 Raquel 2015-06-26
2 54310958 https://www.airbnb.com/users/show/54310958 Javier 2016-01-12
3 5143182 https://www.airbnb.com/users/show/5143182 Ana 2013-02-19
4 23996000 https://www.airbnb.com/users/show/23996000 Joan 2014-11-21
5 30713291 https://www.airbnb.com/users/show/30713291 Malia 2015-04-06
6 4808930 https://www.airbnb.com/users/show/4808930 Soraya 2013-01-22
Host.Location
1 Madrid, Community of Madrid, Spain
2 Madrid, Community of Madrid, Spain
3 Barcelona, Catalonia, Spain
4 Madrid, Community of Madrid, Spain
5 Austin, Texas, United States
6 Amsterdam, North Holland, The Netherlands
Host.About
1 Sociable, viajera y activa
2 Be Mate offers the exclusive City Mate service, a local concierge that will welcome you to the apartment and will assist you before, during and after your stay with everything you may need. From the variety of services you can choose from to live the perfect stay -tranfers, restaurant reservations, tickets for you favourite shows...-, your City Mate will be there for you, even filling up the fridge! You will love our professional and personal attention from the very beginning. You will have to worry only about enjoying your trip and to live the full Be Mate experience!\n\nBe Mate, te recibe en sus apartamentos con un conserje local o "City Mate", que te dará la bienvenida y te guiará durante toda tu estancia para ayudarte en todo lo que puedas necesitar. Te ofrece una amplia variedad de servicios para una estancia perfecta, los traslados al aeropuerto o a cualquier otro punto de la ciudad, la reserva de un restaurante, sacará las entradas para tu espectáculo favorito o incluso llenará tu nevera vacía antes de llegar al apartamento. Desde el momento de tu llegada, te encantará nuestra atención personal y profesional. No tendrás que preocuparte de nada más que de disfrutar de tu viaje y de vivir por completo la "Experiencia Be Mate".
3 De Madrid, viviendo en Barcelona. Viajera, curiosa y creativa. Espero contribuir a hacer de Airbnb un sistema cómodo y fiable. Sentirme como en casa en tu casa y hacer que tú sientas mi casa como la tuya.
4
5 Malia is a native Austinite. She grew up in Tarrytown and spent many lazy afternoons at the lake, swimming at Barton Springs, and running along the hike and bike trails. Our home was built by her grandfather in the 1930s. Back then, it was on the outskirts of town, but now it's right in the middle of everything!\n\nWe are empty-nesters as of the Fall of 2016. Our oldest is a UT student, set to graduate in May. Our youngest is a freshman in college. Mike and Malia both are educators. Malia has taught Spanish for 27 years and loves to take students abroad each summer. Her favorite cities are Buenos Aires, Madrid, Barcelona, Santiago de Compostela, Sevilla, Granada, and Mexico DF. Mike is originally from Ann Arbor, MI. Go Blue! He's a specialist in educational technology, with a particular interest in Physics and math, and he is an avid hockey player here in Austin.\n\nOur experience as Airbnb guests has been so much fun; we've met so many interesting people and through them have learned so much about the world. When we travel, we prefer home sharing to hiding away in a generic hotel room with little to no contact with others. As hosts we are a phone call away and we or our representative will be just around the corner.\n\nWe are really looking forward to being your hosts and sharing all our city has to offer!
6 *No guts nog glory*\nEnthousiastic, adventurous, entrepreneur & energetic human being who loves hotyoga, boxing, dancing, visiting new places, art expo's and surfin on long waves as a beginner. I am a proud mom of Bowie & love to connect with people who are open to develop themselves more.\n\nTraveled to Australia, favorite places are Melbourne, New York, Antwerp, Bali, Tulum, Krabi Railway beach and Koh Tao Thailand. Every year i go with 9 girlfriends to a different city in Europe and we've been to Rome, Valencia, Madrid, Prague, Porto. Oh, and I love snowboarding in winter!\nHave to have music, skirts, costume party's, hotyoga and my daughter Bowie!\n\nI have my own company and we make sure that people experience personal growth and get rid of overthinking patterns. We are here for you, business organizations, performers & entrepreneurs. \nSee you when i see you!
Host.Response.Time Host.Response.Rate Host.Acceptance.Rate
1 within a day 100
2 within an hour 99
3 within a day 90
4 within an hour 100
5 within a few hours 100
6 NA
Host.Thumbnail.Url
1 https://a0.muscache.com/im/users/36775877/profile_pic/1435316896/original.jpg?aki_policy=profile_small
2 https://a0.muscache.com/im/pictures/8f3ec0f2-16eb-45bf-b714-aad8c7b8dd71.jpg?aki_policy=profile_small
3 https://a0.muscache.com/im/users/5143182/profile_pic/1419197811/original.jpg?aki_policy=profile_small
4 https://a0.muscache.com/im/pictures/e5635a7d-3952-4c64-a6c8-fe8a91bbf298.jpg?aki_policy=profile_small
5 https://a0.muscache.com/im/users/30713291/profile_pic/1438745019/original.jpg?aki_policy=profile_small
6 https://a0.muscache.com/im/pictures/b9c7feb3-af6a-4dd8-96d6-7eedab26421a.jpg?aki_policy=profile_small
Host.Picture.Url
1 https://a0.muscache.com/im/users/36775877/profile_pic/1435316896/original.jpg?aki_policy=profile_x_medium
2 https://a0.muscache.com/im/pictures/8f3ec0f2-16eb-45bf-b714-aad8c7b8dd71.jpg?aki_policy=profile_x_medium
3 https://a0.muscache.com/im/users/5143182/profile_pic/1419197811/original.jpg?aki_policy=profile_x_medium
4 https://a0.muscache.com/im/pictures/e5635a7d-3952-4c64-a6c8-fe8a91bbf298.jpg?aki_policy=profile_x_medium
5 https://a0.muscache.com/im/users/30713291/profile_pic/1438745019/original.jpg?aki_policy=profile_x_medium
6 https://a0.muscache.com/im/pictures/b9c7feb3-af6a-4dd8-96d6-7eedab26421a.jpg?aki_policy=profile_x_medium
Host.Neighbourhood Host.Listings.Count Host.Total.Listings.Count
1 1 1
2 L'Antiga Esquerra de l'Eixample 207 207
3 El Gòtic 1 1
4 L'Antiga Esquerra de l'Eixample 1 1
5 West Austin 1 1
6 Stadionbuurt 1 1
Host.Verifications
1 email,reviews
2 email,phone,reviews,jumio
3 email,phone,reviews,jumio
4 email,phone,reviews,jumio
5 email,phone,reviews,kba
6 email,phone,facebook,reviews,jumio,government_id
Street
1 Amsterdam, North Holland, Netherlands
2 Dreta de l'Eixample, Barcelona, Catalunya 08009, Spain
3 El Gòtic, Barcelona, Catalunya 08002, Spain
4 L'Antiga Esquerra de l'Eixample, Barcelona, Catalunya 08029, Spain
5 Enfield Road, Austin, TX 78703, United States
6 Stadionbuurt, Amsterdam, Noord-Holland 1076, Netherlands
Neighbourhood Neighbourhood.Cleansed
1 De Baarsjes - Oud-West
2 Dreta de l'Eixample la Dreta de l'Eixample
3 El Gòtic el Barri Gòtic
4 L'Antiga Esquerra de l'Eixample la Nova Esquerra de l'Eixample
5 West Austin 78703
6 Stadionbuurt Zuid
Neighbourhood.Group.Cleansed City State Zipcode Market
1 Amsterdam North Holland Amsterdam
2 Eixample Barcelona Catalunya 08009 Barcelona
3 Ciutat Vella Barcelona Catalunya 08002 Barcelona
4 Eixample Barcelona Catalunya 08029 Barcelona
5 Austin TX 78703 Austin
6 Amsterdam Noord-Holland 1076 Amsterdam
Smart.Location Country.Code Country Latitude Longitude
1 Amsterdam, Netherlands NL Netherlands 52.36668 4.865595
2 Barcelona, Spain ES Spain 41.39162 2.168168
3 Barcelona, Spain ES Spain 41.38137 2.180874
4 Barcelona, Spain ES Spain 41.38601 2.143397
5 Austin, TX US United States 30.28712 -97.768164
6 Amsterdam, Netherlands NL Netherlands 52.34469 4.866290
Property.Type Room.Type Accommodates Bathrooms Bedrooms Beds Bed.Type
1 Apartment Private room 2 1.0 1 1 Real Bed
2 Apartment Entire home/apt 4 1.0 2 3 Real Bed
3 Apartment Entire home/apt 3 1.5 1 1 Real Bed
4 Apartment Private room 1 1.0 1 1 Real Bed
5 House Entire home/apt 6 2.0 3 3 Real Bed
6 House Entire home/apt 3 1.0 2 2 Real Bed
Amenities
1 TV,Wireless Internet,Heating,Family/kid friendly,Washer,Smoke detector,Essentials,Shampoo,Hangers,Hair dryer,Laptop friendly workspace
2 TV,Wireless Internet,Air conditioning,Kitchen,Elevator in building,Heating,Essentials,Shampoo
3 Wireless Internet,Kitchen,Smoking allowed,Pets allowed,Breakfast,Elevator in building,Heating,Family/kid friendly,Washer,Essentials,Shampoo
4 TV,Wireless Internet,Air conditioning,Kitchen,Breakfast,Elevator in building,Heating,First aid kit,Essentials,Shampoo,Hangers,Hair dryer,Iron,Laptop friendly workspace,translation missing: en.hosting_amenity_49,Private living room
5 TV,Internet,Wireless Internet,Air conditioning,Kitchen,Free parking on premises,Indoor fireplace,Heating,Washer,Dryer,Smoke detector,Carbon monoxide detector,Fire extinguisher,Essentials,Shampoo,Hangers,Hair dryer,Iron,Laptop friendly workspace,translation missing: en.hosting_amenity_49,translation missing: en.hosting_amenity_50,Self Check-In,Lockbox,Private entrance
6 TV,Internet,Wireless Internet,Kitchen,Heating,Family/kid friendly,Washer,Dryer,Essentials,Hangers,Hair dryer,Iron,Laptop friendly workspace,translation missing: en.hosting_amenity_49
Square.Feet Price Weekly.Price Monthly.Price Security.Deposit Cleaning.Fee
1 NA 100 NA NA NA NA
2 NA 94 NA NA NA NA
3 NA 115 NA NA NA 20
4 NA 200 NA NA NA NA
5 NA 795 NA NA NA 250
6 NA 126 NA NA 250 20
Guests.Included Extra.People Minimum.Nights Maximum.Nights Calendar.Updated
1 1 0 2 1125 a week ago
2 1 0 2 1125 2 weeks ago
3 2 20 1 30 4 weeks ago
4 1 0 3 5 5 weeks ago
5 1 0 3 1125 today
6 1 0 3 1125 3 weeks ago
Has.Availability Availability.30 Availability.60 Availability.90
1 1 1 1
2 0 0 0
3 0 0 0
4 11 39 69
5 21 51 81
6 0 0 0
Availability.365 Calendar.last.Scraped Number.of.Reviews First.Review
1 1 2017-04-02 6 2016-06-20
2 0 2017-04-08 1 2017-01-22
3 98 2017-04-07 9 2016-07-11
4 70 2017-04-07 1 2017-03-02
5 356 2017-03-06 1 2015-09-14
6 0 2017-04-02 1 2016-09-16
Last.Review Review.Scores.Rating Review.Scores.Accuracy
1 2016-10-23 87 9
2 2017-01-22 60 6
3 2017-03-19 98 10
4 2017-03-02 100 10
5 2015-09-14 100 10
6 2016-09-16 100 10
Review.Scores.Cleanliness Review.Scores.Checkin Review.Scores.Communication
1 8 9 10
2 8 10 6
3 10 10 10
4 10 10 10
5 10 10 10
6 10 10 10
Review.Scores.Location Review.Scores.Value License Jurisdiction.Names
1 10 8
2 10 8
3 10 10
4 10 10
5 10 10
6 10 10 Amsterdam
Cancellation.Policy Calculated.host.listings.count Reviews.per.Month
1 moderate 1 0.63
2 strict 92 0.39
3 flexible 1 0.99
4 strict 1 0.79
5 strict 1 0.06
6 strict 1 0.15
Geolocation
1 52.36667871194905, 4.865594943841575
2 41.39161588920901, 2.1681677061165425
3 41.38136867557121, 2.1808743514708038
4 41.38600531434205, 2.1433972223397064
5 30.287123948461037, -97.76816361292846
6 52.344691662325886, 4.8662904453260225
Features
1 Host Has Profile Pic
2 Host Has Profile Pic,Host Identity Verified,Is Location Exact,Requires License,Instant Bookable
3 Host Has Profile Pic,Host Identity Verified,Is Location Exact,Requires License
4 Host Has Profile Pic,Host Identity Verified,Is Location Exact,Requires License
5 Host Has Profile Pic,Host Identity Verified,Is Location Exact
6 Host Has Profile Pic,Host Identity Verified,Is Location Exact</code></pre>
</div>
</div>
<div class="cell">
<div class="sourceCode cell-code" id="cb7"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a>df_madrid <span class="ot"><-</span> airbnb[airbnb<span class="sc">$</span>Room.Type <span class="sc">==</span> <span class="st">"Entire home/apt"</span> <span class="sc">&</span> airbnb<span class="sc">$</span>Neighbourhood <span class="sc">!=</span> <span class="st">''</span> <span class="sc">&</span> airbnb<span class="sc">$</span>City <span class="sc">==</span> <span class="st">"Madrid"</span>,</span>
<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a> <span class="fu">c</span>(<span class="st">"Neighbourhood"</span>, <span class="st">"Accommodates"</span>, <span class="st">"Bathrooms"</span>, <span class="st">"Bedrooms"</span>, <span class="st">"Beds"</span>, <span class="st">"Price"</span>, <span class="st">"Square.Feet"</span>, <span class="st">"Guests.Included"</span>, <span class="st">"Extra.People"</span>, <span class="st">"Review.Scores.Rating"</span>, <span class="st">"Latitude"</span>, <span class="st">"Longitude"</span>)]</span>
<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb7-4"><a href="#cb7-4" aria-hidden="true" tabindex="-1"></a><span class="fu">head</span>(df_madrid)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stdout">
<pre><code> Neighbourhood Accommodates Bathrooms Bedrooms Beds Price Square.Feet
67 Vicálvaro 4 1.5 1 3 39 0
68 Vicálvaro 5 1.0 2 4 45 NA
74 Barajas 10 2.0 4 4 300 NA
77 Carabanchel 6 1.0 3 4 85 1076
83 Usera 4 1.0 2 3 50 NA
86 Usera 6 1.5 3 4 75 NA
Guests.Included Extra.People Review.Scores.Rating Latitude Longitude
67 3 8 94 40.40209 -3.605326
68 4 15 NA 40.39414 -3.622183
74 8 30 91 40.47489 -3.579232
77 2 0 88 40.37987 -3.732151
83 1 0 96 40.37016 -3.688911
86 2 8 96 40.39208 -3.701422</code></pre>
</div>
</div>
<hr>
<ol start="2" type="1">
<li>Crea una nueva columna llamada Square.Meters a partir de Square.Feet. Recuerda que un pie cuadrado son 0.092903 metros cuadrados.</li>
</ol>
<div class="cell">
<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" aria-hidden="true" tabindex="-1"></a>df_madrid<span class="sc">$</span>Square.Meters <span class="ot"><-</span> df_madrid<span class="sc">$</span>Square.Feet <span class="sc">*</span> <span class="fl">0.092903</span></span>
<span id="cb9-2"><a href="#cb9-2" aria-hidden="true" tabindex="-1"></a>df_madrid[, <span class="fu">c</span>(<span class="st">"Square.Feet"</span>, <span class="st">"Square.Meters"</span>)]</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stdout">
<pre><code> Square.Feet Square.Meters
67 0 0.000000
68 NA NA
74 NA NA
77 1076 99.963628
83 NA NA
86 NA NA
89 NA NA
91 NA NA
95 NA NA
101 NA NA
105 NA NA
116 NA NA
132 NA NA
135 NA NA
136 NA NA
138 NA NA
140 NA NA
141 NA NA
142 NA NA
143 NA NA
146 NA NA
150 NA NA
161 NA NA
163 NA NA
167 NA NA
172 NA NA
174 NA NA
177 NA NA
181 NA NA
197 NA NA
198 NA NA
199 NA NA
203 NA NA
204 NA NA
205 NA NA
207 700 65.032100
209 NA NA
211 NA NA
213 NA NA
214 NA NA
215 NA NA
216 NA NA
219 NA NA
221 NA NA
223 NA NA
225 NA NA
226 NA NA
227 NA NA
228 NA NA
229 0 0.000000
230 NA NA
231 NA NA
233 NA NA
234 NA NA
238 NA NA
242 NA NA
243 NA NA
244 NA NA
246 NA NA
247 NA NA
250 NA NA
251 NA NA
253 NA NA
254 NA NA
256 NA NA
260 NA NA
263 NA NA
265 NA NA
266 NA NA
267 NA NA
268 538 49.981814
269 NA NA
271 NA NA
272 700 65.032100
273 NA NA
274 40 3.716120
283 NA NA
284 NA NA
285 NA NA
286 NA NA
287 NA NA
290 NA NA
291 NA NA
292 NA NA
295 NA NA
297 NA NA
298 409 37.997327
300 NA NA
301 NA NA
302 NA NA
304 0 0.000000
306 NA NA
308 NA NA
309 NA NA
316 NA NA
318 NA NA
319 NA NA
321 NA NA
323 NA NA
324 NA NA
326 NA NA
329 NA NA
330 NA NA
331 NA NA
332 NA NA
335 NA NA
338 NA NA
345 NA NA
346 NA NA
352 NA NA
353 NA NA
357 NA NA
362 NA NA
364 NA NA
365 NA NA
367 NA NA
368 NA NA
370 NA NA
372 NA NA
374 NA NA
375 NA NA
377 NA NA
379 NA NA
382 NA NA
386 NA NA
388 NA NA
389 0 0.000000
391 NA NA
395 0 0.000000
397 NA NA
398 NA NA
399 269 24.990907
400 0 0.000000
401 NA NA
402 NA NA
403 NA NA
405 NA NA
408 NA NA
410 NA NA
412 NA NA
413 NA NA
416 NA NA
417 NA NA
419 753 69.955959
420 NA NA
421 NA NA
422 NA NA
424 NA NA
426 NA NA
430 NA NA
437 NA NA
438 NA NA
441 NA NA
442 NA NA
444 NA NA
445 NA NA
446 NA NA
447 NA NA
448 NA NA
454 NA NA
461 NA NA
465 NA NA
467 NA NA
468 NA NA
470 NA NA
471 NA NA
474 NA NA
475 NA NA
479 969 90.023007
480 NA NA
483 NA NA
485 NA NA
486 NA NA
487 NA NA
488 NA NA
493 NA NA
494 NA NA
495 NA NA
497 NA NA
498 NA NA
500 NA NA
501 NA NA
505 NA NA
506 NA NA
508 NA NA
511 NA NA
512 NA NA
514 NA NA
515 NA NA
517 NA NA
519 323 30.007669
520 NA NA
522 NA NA
525 NA NA
527 NA NA
528 NA NA
531 NA NA
535 NA NA
537 NA NA
539 NA NA
541 NA NA
543 NA NA
545 NA NA
546 NA NA
550 NA NA
554 NA NA
555 NA NA
557 NA NA
559 NA NA
560 NA NA
565 NA NA
566 NA NA
567 NA NA
568 NA NA
569 NA NA
570 25 2.322575
571 NA NA
572 NA NA
574 NA NA
575 NA NA
580 NA NA
581 NA NA
582 NA NA
583 NA NA
584 NA NA
586 NA NA
588 NA NA
589 NA NA
590 NA NA
592 NA NA
593 NA NA
594 NA NA
596 NA NA
597 NA NA
601 NA NA
602 538 49.981814
603 NA NA
609 NA NA
611 NA NA
612 NA NA
613 NA NA
615 NA NA
616 NA NA
625 NA NA
626 NA NA
631 NA NA
632 NA NA
636 NA NA
637 NA NA
641 592 54.998576
643 NA NA
651 NA NA
652 0 0.000000
653 NA NA
654 NA NA
658 194 18.023182
663 NA NA
664 NA NA
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