"4 Situated amid incredible shopping and iconic a... "
]
},
"execution_count": 4,
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
@ -163,7 +163,7 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 3,
"metadata": {},
"outputs": [
{
@ -172,7 +172,7 @@
"(152, 3)"
]
},
"execution_count": 5,
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
@ -183,7 +183,7 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": 4,
"metadata": {},
"outputs": [
{
@ -192,7 +192,7 @@
"\"Located on the southern tip of Lake Union, the Hilton Garden Inn Seattle Downtown hotel is perfectly located for business and leisure. \\nThe neighborhood is home to numerous major international companies including Amazon, Google and the Bill & Melinda Gates Foundation. A wealth of eclectic restaurants and bars make this area of Seattle one of the most sought out by locals and visitors. Our proximity to Lake Union allows visitors to take in some of the Pacific Northwest's majestic scenery and enjoy outdoor activities like kayaking and sailing. over 2,000 sq. ft. of versatile space and a complimentary business center. State-of-the-art A/V technology and our helpful staff will guarantee your conference, cocktail reception or wedding is a success. Refresh in the sparkling saltwater pool, or energize with the latest equipment in the 24-hour fitness center. Tastefully decorated and flooded with natural light, our guest rooms and suites offer everything you need to relax and stay productive. Unwind in the bar, and enjoy American cuisine for breakfast, lunch and dinner in our restaurant. The 24-hour Pavilion Pantry? stocks a variety of snacks, drinks and sundries.\""
"df['desc_clean'] = df['desc_clean'].str.split(' ').apply(lambda x: ' '.join(k for k in x if k not in set_stopwords)) # 去掉停用词\n",
"\n",
"df.head()"
]
},
{
"cell_type": "code",
"execution_count": 154,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\"Located on the southern tip of Lake Union, the Hilton Garden Inn Seattle Downtown hotel is perfectly located for business and leisure. \\nThe neighborhood is home to numerous major international companies including Amazon, Google and the Bill & Melinda Gates Foundation. A wealth of eclectic restaurants and bars make this area of Seattle one of the most sought out by locals and visitors. Our proximity to Lake Union allows visitors to take in some of the Pacific Northwest's majestic scenery and enjoy outdoor activities like kayaking and sailing. over 2,000 sq. ft. of versatile space and a complimentary business center. State-of-the-art A/V technology and our helpful staff will guarantee your conference, cocktail reception or wedding is a success. Refresh in the sparkling saltwater pool, or energize with the latest equipment in the 24-hour fitness center. Tastefully decorated and flooded with natural light, our guest rooms and suites offer everything you need to relax and stay productive. Unwind in the bar, and enjoy American cuisine for breakfast, lunch and dinner in our restaurant. The 24-hour Pavilion Pantry? stocks a variety of snacks, drinks and sundries.\""
]
},
"execution_count": 154,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df['desc'][0] # 比较两者的差异"
]
},
{
"cell_type": "code",
"execution_count": 155,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'located southern tip lake union hilton garden inn seattle downtown hotel perfectly located business leisure neighborhood home numerous major international companies including amazon google bill melinda gates foundation wealth eclectic restaurants bars make area seattle one sought locals visitors proximity lake union allows visitors take pacific northwest majestic scenery enjoy outdoor activities like kayaking sailing 2 000 sq ft versatile space complimentary business center state art v technology helpful staff guarantee conference cocktail reception wedding success refresh sparkling saltwater pool energize latest equipment 24 hour fitness center tastefully decorated flooded natural light guest rooms suites offer everything need relax stay productive unwind bar enjoy american cuisine breakfast lunch dinner restaurant 24 hour pavilion pantry stocks variety snacks drinks sundries '"
"\"Located on the southern tip of Lake Union, the Hilton Garden Inn Seattle Downtown hotel is perfectly located for business and leisure. \\nThe neighborhood is home to numerous major international companies including Amazon, Google and the Bill & Melinda Gates Foundation. A wealth of eclectic restaurants and bars make this area of Seattle one of the most sought out by locals and visitors. Our proximity to Lake Union allows visitors to take in some of the Pacific Northwest's majestic scenery and enjoy outdoor activities like kayaking and sailing. over 2,000 sq. ft. of versatile space and a complimentary business center. State-of-the-art A/V technology and our helpful staff will guarantee your conference, cocktail reception or wedding is a success. Refresh in the sparkling saltwater pool, or energize with the latest equipment in the 24-hour fitness center. Tastefully decorated and flooded with natural light, our guest rooms and suites offer everything you need to relax and stay productive. Unwind in the bar, and enjoy American cuisine for breakfast, lunch and dinner in our restaurant. The 24-hour Pavilion Pantry? stocks a variety of snacks, drinks and sundries.\""
"'Located on the south end of scenic Lake Union, the Silver Cloud Hotel Seattle \\x96 Lake Union is two miles from downtown Seattle\\x92s finest shops and restaurants and just five miles from the University of Washington campus. The hotel is also located near Seattle Center and the Fred Hutchinson Cancer Research Center, and is only a 20 minute walk to the\\xa0iconic Space Needle. Most of the guestrooms have spectacular waterfront views of Lake Union and Seattle. All rooms have 55? high-definition flat-screen TVs complimentary high-speed wired and wireless Internet access, microwaves, refrigerators and laptop safes. A complimentary Silver Cloud breakfast is offered daily in addition to use of our expansive fitness center. The Silver Cloud Hotel \\x96 Lake Union features complimentary parking and a local area shuttle service. Located along the south shore of Lake Union, the Silver Cloud Inn is nestled in one of the fastest growing and most vibrant neighborhoods in the Seattle area. Offering a blend of the Pacific Northwest outdoors and modern urban living, Lake Union\\x92s distinctive neighborhood is home to several globally-recognized companies including Amazon, Fred Hutchinson Cancer Research Center and University of Washington Medicine. Whether you are traveling by streetcar or seaplane, visit Lake Union for a uniquely Seattle experience. Explore all the nearby attractions below.'"
]
},
"execution_count": 203,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.loc[['Silver Cloud Inn - Seattle Lake Union'],[\"desc\"]]['desc'][0] # 推荐1的酒店"
]
},
{
"cell_type": "code",
"execution_count": 204,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\"The Staybridge Suites Seattle- South Lake Union, opening in 2018, offers guests a home away from home in the heart of the Emerald City of Seattle. Our upscale residential style hotel is conveniently located in the South Lake Union neighborhood, steps away from beautiful Lake Union and a quick jaunt to the Downtown corridor. Our all-suite hotel features full kitchens and your choice of studio or one bedroom suites. We can also accommodate your private business meetings or special events. Be sure to take advantage of our complimentary Monday through Wednesday evening social reception and free breakfast buffet every morning. Experience the many attractions that the South Lake Union area has to offer including the Space Needle, MOPOP, Pacific Science Center and The Museum of History & Industry. With our proximity to Lake Union, you'll have easy access to fun excursions such as boat rentals or taking in the Pacific Northwest by sea plane! South Lake Union is home to many businesses including Amazon, Facebook, Fred Hutchinson Cancer Research Center, Seattle Cancer Care Alliance and many more within walking distance of the hotel. All of our comfortable suites are newly renovated and beautifully appointed with their furnishings. Each suite includes a full kitchen with all the supporting utensils to prepare food, complimentary high speed internet, flat screen televisions with a variety of programming options and daily housekeeping.\""
]
},
"execution_count": 204,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.loc[['Staybridge Suites Seattle Downtown - Lake Union'],[\"desc\"]]['desc'][0] # 推荐2的酒店"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"可以看到三者都有关键词：On the Lake Union、The Pacific Northwest's等"
"\"Located on the southern tip of Lake Union, the Hilton Garden Inn Seattle Downtown hotel is perfectly located for business and leisure. \\nThe neighborhood is home to numerous major international companies including Amazon, Google and the Bill & Melinda Gates Foundation. A wealth of eclectic restaurants and bars make this area of Seattle one of the most sought out by locals and visitors. Our proximity to Lake Union allows visitors to take in some of the Pacific Northwest's majestic scenery and enjoy outdoor activities like kayaking and sailing. over 2,000 sq. ft. of versatile space and a complimentary business center. State-of-the-art A/V technology and our helpful staff will guarantee your conference, cocktail reception or wedding is a success. Refresh in the sparkling saltwater pool, or energize with the latest equipment in the 24-hour fitness center. Tastefully decorated and flooded with natural light, our guest rooms and suites offer everything you need to relax and stay productive. Unwind in the bar, and enjoy American cuisine for breakfast, lunch and dinner in our restaurant. The 24-hour Pavilion Pantry? stocks a variety of snacks, drinks and sundries.\""
"'Located on the south end of scenic Lake Union, the Silver Cloud Hotel Seattle \\x96 Lake Union is two miles from downtown Seattle\\x92s finest shops and restaurants and just five miles from the University of Washington campus. The hotel is also located near Seattle Center and the Fred Hutchinson Cancer Research Center, and is only a 20 minute walk to the\\xa0iconic Space Needle. Most of the guestrooms have spectacular waterfront views of Lake Union and Seattle. All rooms have 55? high-definition flat-screen TVs complimentary high-speed wired and wireless Internet access, microwaves, refrigerators and laptop safes. A complimentary Silver Cloud breakfast is offered daily in addition to use of our expansive fitness center. The Silver Cloud Hotel \\x96 Lake Union features complimentary parking and a local area shuttle service. Located along the south shore of Lake Union, the Silver Cloud Inn is nestled in one of the fastest growing and most vibrant neighborhoods in the Seattle area. Offering a blend of the Pacific Northwest outdoors and modern urban living, Lake Union\\x92s distinctive neighborhood is home to several globally-recognized companies including Amazon, Fred Hutchinson Cancer Research Center and University of Washington Medicine. Whether you are traveling by streetcar or seaplane, visit Lake Union for a uniquely Seattle experience. Explore all the nearby attractions below.'"
]
},
"execution_count": 203,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.loc[['Silver Cloud Inn - Seattle Lake Union'],[\"desc\"]]['desc'][0] # 推荐1的酒店"
]
},
{
"cell_type": "code",
"execution_count": 204,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\"The Staybridge Suites Seattle- South Lake Union, opening in 2018, offers guests a home away from home in the heart of the Emerald City of Seattle. Our upscale residential style hotel is conveniently located in the South Lake Union neighborhood, steps away from beautiful Lake Union and a quick jaunt to the Downtown corridor. Our all-suite hotel features full kitchens and your choice of studio or one bedroom suites. We can also accommodate your private business meetings or special events. Be sure to take advantage of our complimentary Monday through Wednesday evening social reception and free breakfast buffet every morning. Experience the many attractions that the South Lake Union area has to offer including the Space Needle, MOPOP, Pacific Science Center and The Museum of History & Industry. With our proximity to Lake Union, you'll have easy access to fun excursions such as boat rentals or taking in the Pacific Northwest by sea plane! South Lake Union is home to many businesses including Amazon, Facebook, Fred Hutchinson Cancer Research Center, Seattle Cancer Care Alliance and many more within walking distance of the hotel. All of our comfortable suites are newly renovated and beautifully appointed with their furnishings. Each suite includes a full kitchen with all the supporting utensils to prepare food, complimentary high speed internet, flat screen televisions with a variety of programming options and daily housekeeping.\""
]
},
"execution_count": 204,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.loc[['Staybridge Suites Seattle Downtown - Lake Union'],[\"desc\"]]['desc'][0] # 推荐2的酒店"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"可以看到三者都有关键词：On the Lake Union、The Pacific Northwest's等"
benjas
5 years ago