diff --git a/Assingment_alanzano_Final.py b/Assingment_alanzano_Final.py new file mode 100644 index 0000000..9d6a9ae --- /dev/null +++ b/Assingment_alanzano_Final.py @@ -0,0 +1,155 @@ +##################### +#Code Summary: +#This code is designed to extract XML data directly from the source and identify tags that are relevant to +#the user. The code does this by sending each 'Listing' tag through a function which identifies tags +#the user is seeking and returns the relevant text. This data is stored in a single list, +#which refreshes for each 'Listing'. This list is then appended to a maseter 'Final' list if it meets the +#requirements of the assignment. Additional cleaning and filtering is done to make the data more acceptable +#to the user and is then exported to the CSV file titled 'Output.csv' +##################### + +import urllib2 +import xml.etree.ElementTree as ET +import csv +from operator import itemgetter + +#Functions + +#Function used to filter tags for elements which require a single response +def FilterData_Single(Listing, item): + if Listing.tag == item: + return Listing.text + else: + for i in Listing: + if i.tag == item: + return i.text + else: + for j in i: + if j.tag == item: + return j.text + else: + for k in j: + if k.tag == item: + return k.text + else: + pass + +#Function used to filter tags for elements which require multiple responses +def FilterData_Multi(Listing, item): + Itemized = [] + if Listing.tag == item: + return itering(Itemized, Listing) + else: + for i in Listing: + if i.tag == item: + return itering(Itemized, i) + else: + for j in i: + if j.tag == item: + return itering(Itemized, i) + else: + for k in j: + if k.tag == item: + return itering(Itemized, i) + else: + pass + +#Function used to return multiple elements for identified tag +def itering(Itemized, Listing): + try: + for a in Listing.find(item).iter('*'): + Itemized.append(a.text) + return Itemized[1:] + except: + pass + +#Fetch data from source +data = urllib2.urlopen('http://syndication.enterprise.websiteidx.com/feeds/BoojCodeTest.xml') + +#Should the user wish to alter the code for another XML file or for differenet parameters, make changes to the next section: + +##################### +#Make Changes: START +##################### + +#Define list which contains tags that require a single response +Single_item_list = ['MlsId', \ + 'MlsName', \ + 'DateListed', \ + 'StreetAddress', \ + 'Price', \ + 'Bedrooms', \ + 'FullBathrooms', \ + 'HalfBathrooms', \ + 'ThreeQuarterBathrooms', \ + 'Description'] + +#Define list which contains tags that require multiple responses +Multi_item_list = ['Appliances', \ + 'Rooms'] + +list_order = [0,1,2,3,4,5,6,7,8,10,11,9] #Define header order for output to csv file +Desc_index = 11 #identify list index where 'description' is located +Date_index = 2 #identify list index where 'date' is located + +Description_length_limit = 200 #200 character limit for description +Description_key_word = ' and ' #include 'and' in description +Date_lower_limit = '2015-12-31' #date range must be after this +Date_upper_limit = '2017-01-01' #date rande must be before this + +#Define final header for file +Final_header = ['MlsId', 'MlsName', 'DateListed', 'StreetAddress', 'Price', 'Bedrooms', 'FullBathrooms',\ + 'HalfBathrooms', 'ThreeQuarterBathrooms', 'Appliances', 'Rooms', 'Description'] + +##################### +#Make Changes: STOP +##################### + +#parsing data from source +tree = ET.parse(data) +root = tree.getroot() + +#Define list for output to csv file +Final_CSV = [] + +#Main loop iterating through each listing +for Listing in root: + To_CSV = [] #List which refreshes for each listing. Relevant data is appended here, which becomes a line item in final list + for item in Single_item_list: #loop through all required elements that have a single response + result = FilterData_Single(Listing, item) #pass listing tag and relevant header item to function to fetch data element + if result == [] or result == None: #Conditional statement filtering unacceptable entries and replacing them with blanks + result = '' + else: + pass + To_CSV.append(result) + for item in Multi_item_list: #loop through all required elements that have multiple responses + result = FilterData_Multi(Listing, item) #pass listing tag and relevant header item to function to fetch data elements + if result == [] or result == None: #Conditional statement filtering unacceptable entries and replacing them with blanks + result = '' + else: + result = ','.join(result) #joins multiple text via commas + To_CSV.append(result) + + To_CSV = [To_CSV[i] for i in list_order] #orders list with desired header order + + #Conditional statement filtering data relevant to description length and date range specifications + if Description_key_word in To_CSV[Desc_index][0:Description_length_limit] and To_CSV[Date_index] > Date_lower_limit and To_CSV[Date_index] < Date_upper_limit: + To_CSV[Desc_index] = To_CSV[Desc_index][0:Description_length_limit] + To_CSV[Date_index] = To_CSV[Date_index][0:10] + Final_CSV.append(To_CSV) #appends each line to final list to be exported to CSV + else: + pass + +Final_CSV = sorted(Final_CSV, key=itemgetter(Date_index)) #orders data in final list by date +Final_CSV.insert(0, Final_header) #adds headers + +#Exports finalized list to CSV +with open ('Output.csv', 'w') as csv_file: + csv_writer = csv.writer(csv_file, lineterminator = '\n') + csv_writer.writerows(Final_CSV) + + + + + + diff --git a/Output.csv b/Output.csv new file mode 100644 index 0000000..9106657 --- /dev/null +++ b/Output.csv @@ -0,0 +1,127 @@ +MlsId,MlsName,DateListed,StreetAddress,Price,Bedrooms,FullBathrooms,HalfBathrooms,ThreeQuarterBathrooms,Appliances,Rooms,Description +16968013,CLAW,2016-01-07,828 BALLARD CANYON RD,2879000.00,4,4,1,,"Range Hood,RangeOven","bedrooms,bathrooms","Meticulously maintained historic 5-acre horse ranch nestled in the wine country of the Santa Ynez Valley combines exquisite craftsmanship with an artful blend of rustic wood, warm stone, and bronze to" +16970871,CLAW,2016-01-20,6692 WILDLIFE RD,45000.00,5,6,,,"Built-In BBQ,Microwave,RangeOven,Cooktop - Gas,Double Oven","bedrooms,bathrooms","New Construction Point Dume Rental with coveted Beach Rights available immediately. This amazing, designer perfect, super private/secure home comes fully furnished and is available immediately. Book m" +316000525,ITECH,2016-02-04,845 Highland Drive,4699999.00,6,3,1,1,"RangeOven,Range Hood","bedrooms,bathrooms","Unbelievable custom home in the hills of La Canada Flintridge! The home sits peacefully on a multi-level 40,000+ square foot lot and is extremely private with beautiful views of the mountains. Enterta" +16106762,CLAW,2016-03-16,27086 MALIBU COVE COLONY DR,25000.00,3,3,1,,"Built-Ins,Microwave,RangeOven","bedrooms,bathrooms",Gorgeous oceanfront home with views to Point Dume and direct beach access. This beach house is ideal for entertaining with a kitchen open to a great room and ocean front deck. Possible fourth bedroom +16109128,CLAW,2016-03-25,36 BREEZE AVE,6500.00,2,1,1,,"Built-Ins,Microwave,Built-In Gas,Cooktop - Gas,Double Oven,Range Hood","bedrooms,bathrooms","his designer, custom architectural remodel on the charming Breeze walk-street is the epitome of luxurious and efficient living. Walls of warm reclaimed wood line the architectural interior, while expa" +16114818,CLAW,2016-04-12,31652 BROAD BEACH RD,5800000.00,3,3,,,"Built-Ins,Range Hood,RangeOven","bedrooms,bathrooms","Welcome to an oasis over looking the Pacific Ocean, where crashing waves and vivid sunsets create the quintessential Beach living environment. The controlled access exterior entry sets the tone for th" +16118008,CLAW,2016-04-25,28011 PAQUET PL,6995000.00,5,4,,,"Built-In BBQ,RangeOven","bedrooms,bathrooms","Beautiful estate with panoramic ocean views located in the gated community of Ramirez Canyon. This 5 bed, 5 bath features an open floor plan with natural light and stunning ocean & mountain views thro" +16130744,CLAW,2016-06-02,32036 PACIFIC COAST HWY,2450000.00,0,,,,,,Build your Malibu dream home! Flat lot on almost one-half acre with pristine ocean views on the ocean side of PCH. Gated and private building site including deeded beach rights to one of the most beau +16132084,CLAW,2016-06-05,888 Blackmore DR,2888000.00,0,,,,,,This approx: 59 ACRE DEVELOPMENT SITE consists of SIX vacant lots. These lots sit on the back and the front side of a hill with a fire road running across the top part of the hill. The largest lot whi +16134756,CLAW,2016-06-14,24808 Woolsey Canyon RD,1298000.00,0,,,,,,"RESIDENTIAL DEVELOPMENT SITE: Consisting of 10 vacant lots on approx: 32 acres, with several BIG FLAT PADS and SWEEPING VALLEY VIEWS of San Fernando Valley, Warner Center and the Mountains. Reports ar" +16135516,CLAW,2016-06-16,7350 PACIFIC VIEW DR,2195000.00,3,3,,,"Built-Ins,Range Hood,RangeOven","bedrooms,bathrooms","Perched above a cul-de-sac in the Hollywood Hills, this Dramatic newly constructed home is of the highest quality. Steel, concrete and glass with a clean modern aesthetic and a bright inviting atmosph" +16137056,CLAW,2016-06-22,1422 SAN YSIDRO DR,2035000.00,2,2,,,"Range Hood,Microwave","bedrooms,bathrooms","Location,location,location. Located on one of BH's premier streets San Ysidro, this home is waiting for its next homeowner to put their magical touch on it. This home has 2 beds and 2 baths with an op" +316005809,ITECH,2016-06-22,64 North Arroyo Boulevard,919000.00,4,2,,1,,"bedrooms,bathrooms","Meticulously maintained light-filled townhouse in the Altos Arroyo complex is looking for its next owner. Main floor features hardwood flooring throughout, living room with vaulted ceilings and firepl" +316005875,ITECH,2016-06-22,899 Winston Avenue,2700000.00,4,3,1,,"Double Oven,Gas","bedrooms,bathrooms","Located on a quiet street in the desirable San Marino neighborhood, is this charming and cheerful traditional. It boasts 3 beds and 3 baths downstairs, and a private bedroom suite upstairs. Inviting c" +16137086,CLAW,2016-06-24,6225 GAYTON PL,3195000.00,4,4,1,,"Built-In BBQ,RangeOven","bedrooms,bathrooms",This beautiful 4 bedroom/4.5 bath is situated on approximately 1 acre with phenomenal mountain views in a tranquil setting and located in a gated community. The home offers a gourmet kitchen with gran +16142180,CLAW,2016-07-11,2317 Dickenson RD,20000000.00,3,2,1,,Built-In BBQ,"bedrooms,bathrooms","An hour outside of Los Angles with country and ocean views of Ojai sits Flying D Ranch. The ultimate ranch - surrounded by a seasonal creek and expansive terrain. Consisting of 1,281 acres and 7 parce" +316006132,ITECH,2016-07-15,1401 Via Del Rey,1988000.00,6,4,,1,"Built-Ins,Oven,RangeOven","bedrooms,bathrooms","Mid Century 1970's iconic Charles Wong designed South Pasadena home, filled with original character and charm, situated on a corner lot atop of Via del Rey, overlooking Pasadena, the Rose Bowl and a g" +16142204,CLAW,2016-07-21,514 LILLIAN WAY,1399000.00,3,1,,,Built-In Gas,"bedrooms,bathrooms","MOTIVATED SELLER! BRING US AN OFFER!! Perfectly situated between the Wilshire Country Club and the Los Angeles Tennis Club, come see this charming Spanish 3-bedroom house with central air and incredib" +16148546,CLAW,2016-07-29,29220 WAGON RD,2688000.00,6,5,,,"Built-In BBQ,Range Hood,Microwave,RangeOven","bedrooms,bathrooms","Perched atop a secluded promontory, this inspired contemporary compound is located within the exclusive gated community of Medea Valley Estates, optimally positioned between Malibu and Agoura Hills. O" +316007195,ITECH,2016-07-29,5215 Vista Miguel Drive,1848000.00,4,3,,,,"bedrooms,bathrooms",Quintessential Cape Cod style home located in a prime area of La Canada Flintridge. Fantastic family floor plan with sunlight-filled rooms throughout which flow seamlessly to an inviting veranda and e +16150318,CLAW,2016-08-05,27112 MALIBU COVE COLONY DR,20000.00,3,3,1,,"Range Hood,Microwave","bedrooms,bathrooms","This sleek and sexy beach house is located on a private guard-gated lane in the center of Malibu. Upon entry, the home immediately introduces you to the Pacific Ocean with a two story entry, walls of " +16150758,CLAW,2016-08-05,181 SURFVIEW DR,10815.00,4,3,1,,"Built-Ins,Microwave,RangeOven","bedrooms,bathrooms","Spectacular Contemporary with dramatic and architectural details. Exquisitely updated with fine attention to detail. Ocean view from most rooms, yard and decks. Gorgeous living/media room with bar are" +16151208,CLAW,2016-08-11,4960 VANALDEN AVE,3495000.00,7,4,1,1,"Built-In BBQ,Built-Ins,Range Hood,Microwave,RangeOven,Convection Oven,Cooktop - Gas,Double Oven,Gas,Oven-Gas","bedrooms,bathrooms","Designed by noted architect Gus Duffy and situated on approx 3/4's of an acre, this resort like estate defines the meaning of ""compound"". The Casa: Is a single story 4+3.5 home, beautiful in rich wood" +16153228,CLAW,2016-08-15,7135 HOLLYWOOD,650000.00,1,2,,,Built-Ins,"bedrooms,bathrooms","Hollywood Versailles Towers at it's best! Come see this hip, designer perfect condo in the fabulous, full-service building on Hollywood Boulevard! Bring your toothbrush and move in! This condo has a f" +316007701,ITECH,2016-08-15,82 Monterey Lane,879000.00,3,1,,1,"Built-In Electric,Microwave","bedrooms,bathrooms","Quaint Sierra Madre Traditional corner lot home on cul-de-sac street. Wonderful open and bright floor plan with 3 bedrooms, 2 bathrooms, and spacious family room that opens to the back yard. This home" +16154748,CLAW,2016-08-22,9640 SIERRA HWY,12800000.00,5,4,1,,RangeOven,"bedrooms,bathrooms","Just 35 miles outside of Los Angeles, Agua Dulce Winery is a breathtaking 90-acre property affording oenophiles the rarity of owning a countryside estate featuring a spacious 5-bedroom residence and t" +16155556,CLAW,2016-08-22,24014 PARK CASINO,1719500.00,4,3,,,"Built-In BBQ,Built-Ins,Range Hood,RangeOven","bedrooms,bathrooms","Gorgeous home with view of Calabasas golf course, Located in the sought after Las Virgenes School District. Nice and bright with an impressive entryway with skylights that opens into the living room o" +16155592,CLAW,2016-08-22,1100 N BEVERLY GLEN,5700.00,3,2,,1,"Range Hood,RangeOven","bedrooms,bathrooms","Stunning Contemporary in Beverly Glen. Centrally located near Bel Air, Beverly Hills, Westwood, and Century City. The home has been tastefully updated with top quality finishes. Features hardwood floo" +316007976,ITECH,2016-08-24,3138 Cloudcrest Road,850000.00,3,2,,,,"bedrooms,bathrooms","Peace, calm and quiet in the hills of La Crescenta, this Traditional-Contemporary home offers what you've been waiting for. Within the last two years this three bedroom,/two bathroom home has been ext" +16156574,CLAW,2016-08-26,1016 OAKWOOD AVE,1450000.00,3,2,,,RangeOven,"bedrooms,bathrooms","AMAZING OPPORTUNITY IN VENICE! Charming beach cottage with 3 bedrooms and one bathroom in main house. Hardwood floors, light and bright, spacious bathroom and laundry inside. Legal back studio with st" +16157428,CLAW,2016-08-29,200 TOYOPA DR,20000000.00,7,5,3,2,"Built-In BBQ,Built-Ins,Range Hood,Microwave,RangeOven,Cooktop - Gas,Double Oven","bedrooms,bathrooms","Perched atop the coveted Huntington area of the Pacific Palisades, this oceanside manor is nothing short of presidential - a rare composition of remarkable stonework flush with ivy and backlit by the " +16157766,CLAW,2016-09-02,16242 SHADOW MOUNTAIN DR,10620000.00,8,8,1,,"Built-In BBQ,Built-Ins,Microwave,RangeOven","bedrooms,bathrooms",Shadow Mountain is an enclave of 46 wonderful estates that enjoy 24 hour live-gated security just minutes from all that Pacific Palisades has to offer. This spectacular property was conceived and cust +16158874,CLAW,2016-09-02,10747 WILSHIRE,720000.00,2,2,,,"Microwave,RangeOven","bedrooms,bathrooms","Prime Wilshire corridor location! Secure building with a 24 hr. doorman. Light and bright luxury unit, the best bargain on the Wilshire corridor. 2 bdrm/ 2 bath updated condo with plantation shutters " +316006757,ITECH,2016-09-02,764 Michigan Boulevard,1898000.00,5,1,1,2,,"bedrooms,bathrooms","The Prairie style architecture of this magnificent home, with its broad eaves, pergola covered porte-cochere and expansive front porch, welcome you home to the tree-shaded parkways and expansive lawns" +16159656,CLAW,2016-09-06,11647 BELLAGIO RD,2400000.00,7,5,,,"Built-Ins,Range Hood,Microwave,RangeOven,Built-In Gas,Cooktop - Gas","bedrooms,bathrooms","Located on one of Bel Air's most coveted streets, this superb property provides an escape from city life to a sanctuary of treetop vistas and glorious views of the Getty Museum and Catalina Island on " +316007560,ITECH,2016-09-06,1406 Wellington Avenue,1088000.00,3,2,,,"Oven,RangeOven","bedrooms,bathrooms","Located in the prestigious Linda Vista neighborhood of Pasadena, this adorable home welcomes you with a beautifully landscaped front yard and charming porch. Cozy living room with fireplace, wood beam" +316008372,ITECH,2016-09-06,2388 North Altadena Drive,1790000.00,6,5,,,"Free Standing Gas,Oven-Gas","bedrooms,bathrooms",House Re-Imagined! It is incredible what can be done for $50K. Come and see the transformation. Canopies of Oaks shelter this one-of-a-kind Rustic Craftsman residence that rests on the banks of Eaton +16159808,CLAW,2016-09-08,316 N SKYEWIAY RD,3995000.00,5,3,1,1,"Built-Ins,RangeOven","bedrooms,bathrooms","New Construction in the heart of Brentwood. This ""East Coast Beach Cottage"" influenced 5 bedroom, 5 bath home has a flexible open floorplan and works well for daily living and entertaining. The formal" +16160058,CLAW,2016-09-09,545 CATALONIA AVE,2895000.00,4,5,,,"Built-Ins,Range Hood,Microwave,RangeOven","bedrooms,bathrooms","An architectural wonder designed by renowned architect David Kellen, a student of Frank Israel and colleague of Frank Gehry, this neo-modern ranch is perched atop the rolling hills of Pacific Palisade" +16161032,CLAW,2016-09-09,21425 Rambla Vista,450000.00,0,,,,,,"This upslope lot in the desirable La Costa area of Malibu is located less than a minute off of PCH and is in close proximity to shopping, schools, and Santa Monica. Enjoy panoramic ocean and whitewate" +16161068,CLAW,2016-09-10,7931 ZEUS DR,7900.00,4,3,1,,,"bedrooms,bathrooms","4 bedroom + 3.5 bathrooms, 3162 sqft home with pool on a 12,219 sqft lot. Cul-de-sac location, convenient to Sunset Strip, Hollywood and West Hollywood. Spacious Modern Spanish home with city views an" +16161388,CLAW,2016-09-14,1900 PETERSON AVE,2588000.00,6,3,1,2,"Microwave,RangeOven","bedrooms,bathrooms","Extraordinary view home located in the award-winning South Pasadena School district. Located minutes to Downtown LA, USC and Caltech. This home showcases stunning views of downtown, mountains & trees." +16162570,CLAW,2016-09-14,1012 2ND ST,2895000.00,3,1,,2,"Range Hood,RangeOven","bedrooms,bathrooms","Unit #1 is ""Pending"". Just one ocean view townhouse remains available for sale! Architecturally significant turn-of-the-century Victorian cottage meticulously restored and transformed into a modern ma" +16162696,CLAW,2016-09-15,1203 N SWEETZER AVE,499000.00,1,1,,,"Built-Ins,RangeOven","bedrooms,bathrooms","Remodeled, spacious and light 1 bedroom and 1 bathroom condo in the coveted West Hollywood complex. Villa Las Brisas. Large open living room and dining area with private balcony. Remodeled eat-in-kitc" +16163266,CLAW,2016-09-16,21844 PACIFIC COAST HWY,10950000.00,3,2,,,"Built-Ins,Microwave,RangeOven","bedrooms,bathrooms","Meticulously remodeled Carbon Beach jewel. This 3 bedroom, 2 bath home with gated entry and beautiful courtyard leads you to the best location on the beach! Relax and unwind in your private hot tub on" +316008853,ITECH,2016-09-19,1990 Hilldale Drive,899000.00,3,1,,1,,"bedrooms,bathrooms","Charming hilltop home! Built in 1941, this 3 bedroom 2 bathroom traditional 2 level home has been meticulously maintained by the current owners for the past 25 years and is described as having good bo" +16163996,CLAW,2016-09-20,1363 COLTON ST,2599000.00,0,,,,,,"Located in the S Echo Park / Westlake neighborhood, this double lot offers the opportunity to raise 40 residential units over 2 levels of daylight subterranean, with access off both Colton and Douglas" +16164412,CLAW,2016-09-21,1310 NAPOLI DR,6495000.00,4,3,,,"Built-In BBQ,Built-Ins,Range Hood,Microwave,RangeOven","bedrooms,bathrooms","A harmonious union between architecture and nature, this Spanish Villa is set on a half-acre of beautiful land in the desirable Palisades. Originally built in 1923, the home remains true to its Spanis" +16163826,CLAW,2016-09-22,1301 SEWARD ST,3500.00,2,1,,,"RangeOven,Microwave,Oven","bedrooms,bathrooms",Welcome to WEHO! West Hollywood HARD TO FIND pet friendly 2bd/1bath + bungalow. This very bright and charming bungalow is the main house of a detached duplex. Enjoy the serine front yard with privacy +16164788,CLAW,2016-09-22,928 19TH ST,6475.00,2,2,1,,"Range Hood,RangeOven","bedrooms,bathrooms","Fantastic location! Flexible lease terms- Landlord will consider short, or long term. Just 2 blocks to Montana Avenue shops, cafes and restaurants! Franklin School District! Updated townhouse with 2bd" +16165062,CLAW,2016-09-22,2445 WALGROVE AVE,1235000.00,3,1,,1,"Range Hood,RangeOven","bedrooms,bathrooms",Charming 1920s farmhouse on the border of Mar Vista and Venice. This home was originally built in 1925 in La Canada and was moved to the current address in the 1960s. It exudes a vintage ranch-style c +316009006,ITECH,2016-09-25,2454 Oswego Street #201,728000.00,3,3,1,,"Free Standing Gas,Microwave,Range Hood","bedrooms,bathrooms","Architectural excellence and modern finishes combine seamlessly in this luxurious single level rear unit. Built in 2007, the complex boasts idyllic qualities like lush foliage and curved paver-lined p" +16165528,CLAW,2016-09-26,0 Ramera Mountainway,3250000.00,0,,,,,,Smashing ocean views from 91 acres in the beautiful Santa Monica Mountains overlooking Malibu and Point Dume. This offering consists of seven contiguous ocean view lots only 2 1/2 miles from Pacific C +316009078,ITECH,2016-09-26,2011 Hall Canyon Drive,3695000.00,4,2,1,2,"Built-In BBQ,Convection Oven,Cooktop - Gas,Double Oven,Microwave","bedrooms,bathrooms","This timeless contemporary Craftsman residence in La Canada, built by C.H. Anderson, was once a grove of deodar pines, transformed into a property fit for entertaining and movement. Renowned architect" +16166222,CLAW,2016-09-27,1522 AMHERST AVE,4350.00,3,2,1,,"Microwave,RangeOven","bedrooms,bathrooms",Beautifully appointed single level condo in a newer Mediterranean courtyard building. A great open floor plan with 3 bedrooms/2.5 bathrooms and filled with natural sunlight. The chef's kitchen has che +316008990,ITECH,2016-09-28,1124 East Chestnut Street #39,2400.00,2,2,,,Free Standing Gas,"bedrooms,bathrooms","Charming townhouse style condo. Spacious, beautifully maintained light filled two bedroom two bath unit with hardwood floors, fireplace, two balconies, in unit washer/dryer and private two car garage." +16167440,CLAW,2016-10-03,901 TEAKWOOD RD,1998000.00,4,3,,,"Range Hood,Microwave,RangeOven","bedrooms,bathrooms","Mid-Century modern with gorgeous canyon views. This 2,835 sqft home has 4 bed, 3 baths and is bright and spacious throughout with plenty of room for entertaining. The living room with fireplace has la" +16167460,CLAW,2016-10-03,429 MONTANA AVE,1498000.00,3,2,,,RangeOven,"bedrooms,bathrooms","Rare opportunity to purchase this wonderful 3 bed, 2 bath penthouse in a high demand Santa Monica area. Near shops, restaurants, Santa Monica Pier, Promenade, Santa Monica stairs and the beach; this h" +316009342,ITECH,2016-10-03,4842 Alminar Avenue,1339000.00,3,2,,,"Cooktop - Gas,Microwave,Oven","bedrooms,bathrooms","Welcome to 4842 Alminar Ave., considered a prime location for many in La Canada! Alminar is a quaint tree lined street not far from schools, shopping and restaurants. This cozy and charming 3 bedroom," +316009368,ITECH,2016-10-03,4113 Lanterman Lane,1195000.00,4,1,1,1,,"bedrooms,bathrooms","Beautiful turn-key traditional in La Canada Flintridge. Fantastic floor plan for entertaining with great indoor-outdoor flow. Large living room/ dining room, cooks kitchen and breakfast nook open to t" +16165260,CLAW,2016-10-04,18913 ADOLFO AVE,865000.00,4,4,,,"Microwave,RangeOven","bedrooms,bathrooms",Welcome to this wonderful small gated community in the heart of Tarzana. Drive up and you are greeted with a stamped driveway and rose bush lined path leading to a beautiful newer 4 bedroom property. +16168294,CLAW,2016-10-04,1 W CENTURY DR,3849000.00,2,2,1,,"Built-Ins,Range Hood,Microwave,RangeOven","bedrooms,bathrooms","Live at ""The Century"" and experience the finest in estate-style living with five-star amenities. The prestigious full-service 42-story high rise was designed by Robert A.M. Stern and features all the " +16168406,CLAW,2016-10-04,1 W CENTURY DR,18500.00,2,2,1,,"Built-Ins,Range Hood,Microwave,RangeOven","bedrooms,bathrooms","Live at ""The Century"" and experience the finest in estate-style living with five-star amenities. The prestigious full-service 42-story high rise was designed by Robert A.M. Stern and features all the " +316009344,ITECH,2016-10-04,8258 Owens Street,549000.00,3,1,,1,,"bedrooms,bathrooms","Charming traditional home on a nice tree lined street in Sunland. Built in 1953, this 3 bedroom 2 bathroom home has been well maintained and has many recent upgrades including wide plank hardwood floo" +SB16712658MR,CRMLS,2016-10-04,1110 Felbar Avenue,779000.00,3,2,99,,RangeOven,"bedrooms,bathrooms","A decorator perfect home in Torrance Gardens awaits: enter this 1,611 sq. ft. gem from a welcoming brick front porch, step into the inviting living room with beautiful wood floors, and take your time " +16168832,CLAW,2016-10-05,2041 N COMMONWEALTH AVE,3095.00,2,1,,,"Microwave,RangeOven","bedrooms,bathrooms","Welcome to 2041 N Commonwealth. Be the the first to live in this Top-floor Corner unit since the full remodel including new floors, fresh paint, new counter tops and new appliances. A large master wit" +16169036,CLAW,2016-10-06,1101 N KENTER AVE,1799000.00,3,3,,1,"Range Hood,Microwave,RangeOven","bedrooms,bathrooms",Live above the city of lights in the peaceful and desirable Crestwood Hills area of Brentwood. This 3 bed/4 bath architectural home with wonderful canyon and ocean views boasts an open floor plan and +16169094,CLAW,2016-10-06,2765 CASIANO RD,2249000.00,5,4,1,,"Built-Ins,Range Hood,RangeOven","bedrooms,bathrooms",Come embrace a skillful blend of elements that gives this romantic Mediterranean energy and joy. Tour the thoughtful floorpan that will impress. Many incredible features & fine details make it unique. +16167196,CLAW,2016-10-07,483 CRANE,599000.00,2,1,,,,"bedrooms,bathrooms","Enchanting 1928 Spanish Bungalow high atop Mt. Washington. Perched above street level on a street-to-street lot, this graceful home has been lovingly preserved and is filled with original detail. Feat" +316009356,ITECH,2016-10-07,4762 La Canada Boulevard,2195000.00,4,2,1,1,"Cooktop - Gas,Double Oven,Gas Grill,Range Hood","bedrooms,bathrooms","This stunning 1926 Spanish estate sits on nearly 24,000 square feet of flat land and features a detached 1-BR/1-BA GUEST HOUSE. This house combines original character details with a fantastic floor pl" +16169676,CLAW,2016-10-08,750 S BUNDY DR,875000.00,2,2,1,,Built-Ins,"bedrooms,bathrooms","Located in the heart of Brentwood, minutes from some of the best restaurants, boutiques and farmers markets in Los Angeles, this stylish condo beckons you home. Enjoy a thoughtfully-designed open floo" +16168984,CLAW,2016-10-10,2601 PURDUE AVE,799000.00,2,1,,,"Range Hood,RangeOven","bedrooms,bathrooms","Westside charmer. Coved ceilings, archways, wood floors, fireplace in a step-down living room. This home has been well maintained and upgraded with central heat and A/C, copper plumbing, CA cellar wit" +16170438,CLAW,2016-10-12,1125 NAPOLI DR,5995000.00,5,3,1,1,"Built-In BBQ,Range Hood,Microwave,RangeOven","bedrooms,bathrooms","This rare single story contemporary is a WOW! In the ""Coastal Modern"" style of its celebrity designer Tim Clarke, interiors include Balinese ceilings, floor to ceiling windows/doors, and a seamless in" +16170802,CLAW,2016-10-12,235 MAIN ST,999000.00,2,2,,,RangeOven,"bedrooms,bathrooms","A spacious expertly designed condominium located on Main Street in Venice. Located in close proximity to Whole Foods, Rose Ave, and Venice Beach. This two bedroom two bath recently updated condo boast" +316009646,ITECH,2016-10-12,526 Venado Vista Drive,1195000.00,3,2,,,,"bedrooms,bathrooms","This 1957 ranch home is located on a quiet cul-de-sac near Paradise Canyon Elementary School and hiking trails. The home offers a large living/great room with high ceilings, fireplace, built-in cabine" +16170236,CLAW,2016-10-13,2317 Dickenson Road,20000000.00,0,,,,,,"An hour outside of Los Angles with country and ocean views of Ojai sits Flying D Ranch. The ultimate ranch - surrounded by a seasonal creek and expansive terrain. Consisting of 1,281 acres and 7 parce" +316009693,ITECH,2016-10-14,1320 Loreto Drive,1126000.00,3,2,,1,"Built-Ins,Convection Oven,Cooktop - Gas,Microwave,Oven","bedrooms,bathrooms","Price Reduction! Beautiful 1926 Character Spanish! Located on a peaceful street, this lovely Spanish Colonial is immaculate. Living Room Offers Gleaming Tongue and Groove Hardwood floors and the state" +316009737,ITECH,2016-10-15,4439 Alta Canyada Road,4000.00,3,1,1,1,,"bedrooms,bathrooms",Charming 3 BR/ 3 BA home FOR LEASE in the award-winning La Canada Unified School district. The updated kitchen features granite counters and opens to the family room and dining area. Spacious Master B +316009746,ITECH,2016-10-17,330 Cordova Street #312,599000.00,2,2,1,,"Gas,Oven-Gas","bedrooms,bathrooms","Just One and half blocks (5 minute walk) from the Metro Gold Line, this heavily-treed urban oasis is conveniently located near restaurants, shopping, art galleries, Old Pasadena, Paseo, South Lake Ave" +316009802,ITECH,2016-10-18,5715 Summit Crest Drive,1450000.00,3,1,,1,"Gas/Electric Range,Oven","bedrooms,bathrooms","Beautiful property in desirable La Canada/Flintridge. Charming traditional one story house in a beautiful neighborhood, kitchen with breakfast room and convenient and spacious family room, Banquet siz" +16172792,CLAW,2016-10-19,610 N Orlando AVE,3750.00,1,2,,,"Microwave,RangeOven","bedrooms,bathrooms","Extensively Remodeled Units for Lease in prime and hip WEHO! Modern designer finishes include French Oak laminate flooring throughout, kitchen with stainless steel appliances, caesartone counters and " +16172880,CLAW,2016-10-19,610 N Orlando AVE,3750.00,2,2,,,"Microwave,RangeOven","bedrooms,bathrooms","Extensively Remodeled Units for Lease in prime and hip WEHO! Modern designer finishes include French Oak laminate flooring throughout, a kitchen with stainless steel appliances, caesartone counters an" +316009844,ITECH,2016-10-19,277 Atchison Street,3500.00,4,2,,1,,"bedrooms,bathrooms","Charming home located on a tree lined street. Great curb appeal, mature trees, backyard porch, hardwood floors, living room with a fireplace, nicely remodeled bathrooms, and kitchen, lots of closet sp" +16173052,CLAW,2016-10-20,10267 LELIA LN,1495000.00,3,3,,,,"bedrooms,bathrooms","Situated at the end of a quiet canyon lane, this stunning contemporary home offers a tranquil, serene setting. Soaring ceilings, expansive windows, and skylights create tremendous natural light throug" +16173190,CLAW,2016-10-20,3632 VALLEY MEADOW RD,1295000.00,3,2,,,RangeOven,"bedrooms,bathrooms",This picturesque mid-century ranch style home on a large quiet lot in coveted Royal Woods is the home you have been waiting for! Open and flowing public areas separated from the private bedroom wing m +16173736,CLAW,2016-10-21,525 N N. CRESCENT HEIGHTS,3995.00,2,1,,1,RangeOven,"bedrooms,bathrooms","Adorable renovated Country English cottage with hardwood floors, two bedrooms, two renovated baths and tons of natural light. Master suite with renovated spa bath with vaulted ceilings and skylight. U" +16173746,CLAW,2016-10-21,450 N SKYEWIAY RD,2894000.00,3,2,,1,"Built-In BBQ,Built-Ins,Microwave,RangeOven","bedrooms,bathrooms",Tucked away on a serene street North of Sunset in one of the most sought after areas of Brentwood is 450 N. Skyewiay. This immaculate and ample traditional home has been meticulously maintained and ri +16173754,CLAW,2016-10-21,1023 S BUNDY DR,2049000.00,2,1,1,1,"Built-Ins,RangeOven","bedrooms,bathrooms","Romantic Spanish Hacienda hidden behind a tall privacy hedge. A true retreat full of old-world charm. 2 bedrooms, 2.5 baths plus a converted garage with office, den and ~ bath. Filled with natural lig" +316009913,ITECH,2016-10-21,705 East Palm Avenue,598000.00,2,1,,,,"bedrooms,bathrooms",1940's Traditional in desirable NE Monrovia neighborhood within Gold Ribbon School boundry. This 2 bedroom 1 bath home features an open concept living room dining room w/hardwood floors and playroom t +16172810,CLAW,2016-10-24,11166 W SUNSET,4495000.00,5,5,1,,"Built-In BBQ,Built-Ins,RangeOven","bedrooms,bathrooms","A magnificent new gated home beautifully situated on a large lot (over 13,000 feet) at the intersection of Bel-Air and Westwood. Convenient and easy access to Westwood Village, Beverly Hills, Brentwoo" +16173864,CLAW,2016-10-24,11863 DARLINGTON AVE,1195000.00,2,2,1,,"Built-Ins,Microwave,RangeOven","bedrooms,bathrooms","You immediately feel at home when you step into this luxurious 2 bedrooms and 2.5 bath condominium with an open floor plan and designer finishes. The living quarters features bamboo floors, crown mold" +16174228,CLAW,2016-10-24,1712 MANZANITA PARK AVE,1995000.00,4,2,1,1,,"bedrooms,bathrooms",Step into this beautifully designed home located at the end of a cul-de-sac nestled in the hills of Malibu. This peaceful and private oasis is tucked behind a walled courtyard entry and gated driveway +16174500,CLAW,2016-10-25,245 S BURLINGAME AVE,7350000.00,5,3,1,2,"Built-Ins,Range Hood,RangeOven","bedrooms,bathrooms","Truly a rare opportunity in Brentwood Park, minutes to the Country Mart, this charming Traditional has great scale and flow -- both indoors and out -- and is ideally suited for gracious living and ent" +16174714,CLAW,2016-10-25,18326 CLIFFTOP WAY,16000.00,3,2,1,,"Microwave,RangeOven","bedrooms,bathrooms","Panoramic ocean views from this stunning, modern architectural home designed to perfection! Gorgeous open floor plan with high ceilings and skylights. The grand living room features walls of glass wit" +16174642,CLAW,2016-10-26,235 OCEAN PARK,2079000.00,3,2,,1,RangeOven,"bedrooms,bathrooms","Spectacular 3 bed/3 bath + loft townhome located in the heart of Silicon Beach, Just one block from Main Street, and three blocks from the beach! This FAIA Award winning Michael Folonis creation has a" +16175808,CLAW,2016-10-28,609 11TH ST,3195000.00,3,1,,1,"Built-Ins,Microwave,RangeOven","bedrooms,bathrooms","Charming original Spanish style 3 bedroom + 1.75 bath single level home. Approximately 2,266 sq ft on a 50~150 lot with pool and converted garage. Tons of natural light, hardwood floors and original d" +16167486,CLAW,2016-10-29,3292 INGLEWOOD,7750.00,4,2,,,RangeOven,"bedrooms,bathrooms","If you love the magnificence of a great view, this is one of best. King of the Hill panoramic views of Los Angeles and the the mountains beyond. Dramatic architectural home by Escher Gunewardena, loca" +16175522,CLAW,2016-10-29,5625 W CRESCENT PARK,799000.00,2,2,,,"Range Hood,RangeOven","bedrooms,bathrooms","Elegant contemporary two bedroom condo at the much sought after Metro in Playa Vista. Located on the 3rd floor, this unit has been impeccably maintained and was recently upgraded. Step into the formal" +316010184,ITECH,2016-10-31,3263 Orlando Road,3950.00,4,3,1,,,"bedrooms,bathrooms","San Marino Schools! Located in a quiet cul de sac, this traditional single story ranch home has 4 bedrooms and 3.5 bath including permitted guest house ( approx.545 sqft) in San Marino school district" +16176498,CLAW,2016-11-01,610 N Orlando AVE,3550.00,2,2,,,"Microwave,RangeOven","bedrooms,bathrooms","Extensively Remodeled Units for Lease in prime and hip WeHo! Modern designer finishes include French Oak laminate wood flooring throughout, a kitchen complete with stainless steel appliances, Caesarst" +316010241,ITECH,2016-11-02,555 Sierra Madre Boulevard,2485000.00,4,1,,3,"Free Standing Gas,Oven-Gas","bedrooms,bathrooms","Located in the desirable city of San Marino, near the prestigious Huntington Library, perched up and set back from the street, is this 4 bedrooms 4 baths whimsical traditional. It has been extensively" +16171784,CLAW,2016-11-03,1227 GRANVILLE AVE,969000.00,3,3,,,RangeOven,"bedrooms,bathrooms","Spacious two story, top floor condo with 3 bedrooms and 3 bathrooms. Close proximity to the area's best bars and restaurants. Condo has vaulted ceilings, hardwood floors in living room, loft ideal for" +16172836,CLAW,2016-11-03,1102 GALLOWAY ST,5985000.00,6,8,,,"Built-Ins,Range Hood,RangeOven","bedrooms,bathrooms","A grand union of modern craftsmanship and traditional architecture, this magnificent Cape Cod was conceived by EMMA, the developers responsible for the redesign of Santa Barbara Airport's historic ter" +16177116,CLAW,2016-11-03,11435 BIONA DR,1368000.00,4,1,1,1,Oven,"bedrooms,bathrooms","Beautiful Four Bedroom + Studio home. Located on a Corner Lot. Warm & inviting spacious living room filled w/ character touches such as peg & groove hardwood floors, wood beam ceiling and decorative f" +16177332,CLAW,2016-11-03,3850 GLENALBYN DR,650000.00,3,2,,,Microwave,"bedrooms,bathrooms",Impeccable home!!! Tons of upgrades!!! Remodeled kitchen with stainless steel appliances and granite counter tops. 2-car attached garage. Zoning is possible for backyard expansion. Lots of possibiliti +316010261,ITECH,2016-11-03,265 West California Boulevard #8,608000.00,3,1,1,1,"Cooktop - Gas,Oven","bedrooms,bathrooms","Fantastic three bedroom townhome located in Cal Ritz-Park complex across from Singer Park. Conveniently located close to Old Town, Rose Parade route, Huntington Hospital. This unit is bright and light" +316010267,ITECH,2016-11-03,0 Roselawn,150000.00,0,,,,,,Great Opportunity! Buyer needs to check with City of Glendale and LA County Flood Control for possible specific uses of this property. Plans drawn in 2005 are available for viewing. +16177234,CLAW,2016-11-04,849 S BROADWAY,2649000.00,2,2,1,,"Built-Ins,Microwave,RangeOven","bedrooms,bathrooms","From the unprecedented Penthouse Collection of actor, producer, musician and real estate investor Johnny Depp comes this two story, 2 bedroom/3 bath residence featuring 2,400 square feet of vibrantly-" +16177260,CLAW,2016-11-04,849 S BROADWAY,2750000.00,2,2,1,,"Built-Ins,Microwave,RangeOven","bedrooms,bathrooms","From the unprecedented Penthouse Collection of actor, producer, musician and real estate investor Johnny Depp comes this two story, 2 bedroom/3 bath residence situated within Los Angeles's most archit" +16177272,CLAW,2016-11-04,849 S BROADWAY,1999000.00,1,1,1,,"Built-Ins,Microwave,RangeOven","bedrooms,bathrooms","From the unprecedented Penthouse Collection of actor, producer, musician and real estate investor Johnny Depp comes this two story, 1 bedroom/2 bath residence sitting atop the landmark Eastern Columbi" +16178870,CLAW,2016-11-09,255 MAIN ST,6495.00,2,2,,,"Built-Ins,Range Hood,RangeOven","bedrooms,bathrooms","One of a kind 2 bedroom, 2 bath modern penthouse with loft plus ocean views. This New York style Penthouse has high ceilings, lots of natural light, and a sunken living room with fireplace! The open f" +316010451,ITECH,2016-11-09,2079 Skyview Drive,2175000.00,5,5,,1,,"bedrooms,bathrooms",A dramatic backdrop of the San Gabriel Mountains and mature scenery frames the magnificent setting for this superb Mediterranean revival located in Altadena's premier estate area. Home to a celebrity +16174844,CLAW,2016-11-10,11730 CHENAULT ST,3295000.00,4,4,1,,Built-Ins,"bedrooms,bathrooms","Located in a highly desirable Brentwood location, this delightful Traditional home is filled with charm and character. Flooded with natural light, this home boasts three en-suite bedrooms upstairs, in" +316010426,ITECH,2016-11-10,391 West Harriet Street,650000.00,3,2,,,RangeOven,"bedrooms,bathrooms","Wonderful traditional 3 bedrooms, 2 bathrooms home located in Altadena. Granite counter-tops in the kitchen and baths, newer cabinets throughout. Light and bright living room with fireplace, formal di" +16178020,CLAW,2016-11-11,1290 OAKWOOD DR,1188000.00,2,1,,1,"Range Hood,RangeOven","bedrooms,bathrooms","Come away to this enchanting cottage in an idyllic, creekside setting to escape the city hustle and relax. Verdant green lawns surround you as you stroll up the stone path to this two bedroom, two bat" +16178966,CLAW,2016-11-11,942 VENEZIA AVE,1795000.00,2,2,,,"Built-Ins,Microwave,RangeOven,Oven","bedrooms,bathrooms","Impeccably updated Spanish Modern in the heart of Venice Beach. A tall secluded hedge welcomes you to the grassy front yard and porch. A wide-open floor plan, live edge center island and large grassy " +16179426,CLAW,2016-11-11,330 S BARRINGTON AVE,749000.00,2,2,,,"Built-Ins,RangeOven,Built-In And Free Standing","bedrooms,bathrooms","2+2 beautifully updated condo, located on the back of the complex and overlooking the park-like wooded area owned by the VA. This is a very idyllic and tranquil location that is convenient to everythi" +16179532,CLAW,2016-11-11,5340 DENNY AVE,1100000.00,0,,,,,,"Approved 8-Unit construction project in the NoHo Arts District. The Project is stamped ""Ready-to-Issue"" and ready to go. A stone's throw from everything that the North Hollywood Arts District has to o" +16179540,CLAW,2016-11-11,5625 CASE AVE,1650000.00,0,,,,,,"Bring your Developers! This property is perfect for a Small Lot Subdivision. Build 10 Units by Right. The site is made up of two full lots and a bit more for a total of over 16,000 square feet. With t" +316010528,ITECH,2016-11-13,27815 Zion Court,569900.00,4,3,,,Oven,"bedrooms,bathrooms",Beautiful Hillcrest home for sale with 4 bedrooms (1 downstairs) and 3 baths. Upon entering you will be greeted with a beautiful living room with high ceilings along with dining area. Enjoy entertaini +16179602,CLAW,2016-11-14,2919 GRAYSON AVE,3986000.00,3,1,,1,"Built-In BBQ,Built-Ins,Microwave,RangeOven","bedrooms,bathrooms","Embodying the relaxed casual elegance and privacy of a European-style compound, this exquisitely designed contemporary home on a tree-lined Venice street is the realization of every coastal California" +316010536,ITECH,2016-11-14,5042 Indianola Way,2600000.00,5,4,,,Built-In BBQ,"bedrooms,bathrooms","5042 Indianola Way is a one of a kind property, located on a desirable cul-de-sac in La Canada Flintridge, close to Paradise Canyon Elementary and town. This handsome single story traditional home fea" +16181224,CLAW,2016-11-18,4714 LA VILLA MARINA,839000.00,2,2,1,,"Built-Ins,RangeOven","bedrooms,bathrooms","Exquisitely renovated multilevel mid century town home 2 + 2.5 end unit with bonus office/nursery. Open floor plan. Spacious kitchen with stainless steel sink, oven and dishwasher. Cozy secluded patio" +16181228,CLAW,2016-11-18,33583 MULHOLLAND HWY,7488000.00,4,4,1,,"Built-In BBQ,Built-Ins,Range Hood,RangeOven","bedrooms,bathrooms","Set to awe-inspiring ocean views and soaring sandstone mountain peaks, this striking home, built by world-renowned Architect Ed Niles, affords the rare opportunity to live within the majesty of nature" +316010634,ITECH,2016-11-18,574 Garfield Avenue,785000.00,2,3,,,"Built-Ins,Microwave,Oven,RangeOven,Range Hood","bedrooms,bathrooms",Located in the prestigious and desirable Franciscan Woods. This tri-level townhouse is exceptional in every aspect. The newly built front deck is ideal for relaxing and entertaining with amazing views +316010702,ITECH,2016-11-18,545 Westgate Street,1025000.00,4,1,,1,Built-In Gas,"bedrooms,bathrooms","ALARM IS ON.Two-story Victorian home with an inviting wraparound porch and lots of character throughout and many nice upgrades including copper plumbing, updated electrical and central air. Large livi" diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..0dcc126 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,214 @@ +alabaster==0.7.12 +anaconda-client==1.7.2 +anaconda-navigator==1.9.7 +anaconda-project==0.8.3 +asn1crypto==1.0.1 +astroid==1.6.5 +astropy==2.0.9 +atomicwrites==1.3.0 +attrs==19.2.0 +Babel==2.7.0 +backports-abc==0.5 +backports.functools-lru-cache==1.5 +backports.os==0.1.1 +backports.shutil-get-terminal-size==1.0.0 +backports.shutil-which==3.5.2 +backports.ssl-match-hostname==3.7.0.1 +backports.tempfile==1.0 +backports.weakref==1.0.post1 +beautifulsoup4==4.8.0 +bitarray==1.0.1 +bkcharts==0.2 +bleach==3.1.0 +bokeh==1.3.4 +boto==2.49.0 +Bottleneck==1.2.1 +cdecimal==2.3 +certifi==2019.9.11 +cffi==1.12.3 +chardet==3.0.4 +Click==7.0 +cloudpickle==1.2.2 +clyent==1.2.2 +colorama==0.4.1 +comtypes==1.1.7 +conda==4.7.12 +conda-build==3.18.9 +conda-package-handling==1.6.0 +conda-verify==3.4.2 +configparser==4.0.2 +contextlib2==0.6.0 +cryptography==2.4.2 +cycler==0.10.0 +Cython==0.29.13 +cytoolz==0.10.0 +dask==1.2.2 +decorator==4.4.0 +defusedxml==0.6.0 +distributed==1.28.1 +docutils==0.15.2 +entrypoints==0.3 +enum34==1.1.6 +et-xmlfile==1.0.1 +fastcache==1.1.0 +filelock==3.0.12 +Flask==1.1.1 +funcsigs==1.0.2 +functools32==3.2.3.post2 +future==0.17.1 +futures==3.3.0 +gevent==1.4.0 +glob2==0.7 +greenlet==0.4.15 +grin==1.2.1 +h5py==2.9.0 +HeapDict==1.0.1 +html5lib==1.0.1 +idna==2.8 +imageio==2.6.0 +imagesize==1.1.0 +importlib-metadata==0.23 +ipaddress==1.0.22 +ipykernel==4.10.0 +ipython==5.8.0 +ipython-genutils==0.2.0 +ipywidgets==7.5.1 +isort==4.3.21 +itsdangerous==1.1.0 +jdcal==1.4.1 +jedi==0.15.1 +Jinja2==2.10.3 +jsonschema==3.0.2 +jupyter==1.0.0 +jupyter-client==5.3.3 +jupyter-console==5.2.0 +jupyter-core==4.5.0 +jupyterlab==0.33.11 +jupyterlab-launcher==0.11.2 +keyring==18.0.0 +kiwisolver==1.1.0 +lazy-object-proxy==1.4.1 +libarchive-c==2.8 +linecache2==1.0.0 +llvmlite==0.29.0 +locket==0.2.0 +lxml==4.4.1 +MarkupSafe==1.1.1 +matplotlib==2.2.3 +mccabe==0.6.1 +menuinst==1.4.16 +mistune==0.8.4 +mkl-fft==1.0.14 +mkl-service==2.3.0 +mock==3.0.5 +more-itertools==5.0.0 +mpmath==1.1.0 +msgpack==0.6.1 +multipledispatch==0.6.0 +navigator-updater==0.2.1 +nbconvert==5.6.0 +nbformat==4.4.0 +networkx==2.2 +nltk==3.4.5 +nose==1.3.7 +notebook==5.7.8 +numba==0.45.1+0.ga9c107beb.dirty +numexpr==2.7.0 +numpy==1.16.5 +numpydoc==0.9.1 +olefile==0.46 +openpyxl==2.6.3 +packaging==19.2 +pandas==0.24.2 +pandocfilters==1.4.2 +parso==0.5.1 +partd==1.0.0 +path.py==11.5.0 +pathlib2==2.3.5 +patsy==0.5.1 +pep8==1.7.1 +pickleshare==0.7.5 +Pillow==6.2.0 +pkginfo==1.5.0.1 +pluggy==0.13.0 +ply==3.11 +prometheus-client==0.7.1 +prompt-toolkit==1.0.15 +psutil==5.6.3 +py==1.8.0 +pycodestyle==2.5.0 +pycosat==0.6.3 +pycparser==2.19 +pycrypto==2.6.1 +pycurl==7.43.0.2 +pyflakes==2.1.1 +Pygments==2.4.2 +pylint==1.9.2 +pyodbc==4.0.27 +pyOpenSSL==19.0.0 +pyparsing==2.4.2 +pyreadline==2.1 +pyrsistent==0.15.4 +PySocks==1.7.1 +pytest==4.6.2 +python-dateutil==2.8.0 +pytz==2019.3 +PyWavelets==1.0.3 +pywin32==223 +pywinpty==0.5.5 +PyYAML==5.1.2 +pyzmq==18.1.0 +QtAwesome==0.6.0 +qtconsole==4.5.5 +QtPy==1.9.0 +requests==2.22.0 +rope==0.14.0 +ruamel-yaml==0.15.46 +scandir==1.10.0 +scikit-image==0.14.2 +scikit-learn==0.20.3 +scipy==1.2.1 +seaborn==0.9.0 +Send2Trash==1.5.0 +simplegeneric==0.8.1 +singledispatch==3.4.0.3 +six==1.12.0 +snowballstemmer==2.0.0 +sortedcollections==1.1.2 +sortedcontainers==2.1.0 +soupsieve==1.9.3 +Sphinx==1.8.5 +sphinxcontrib-websupport==1.1.2 +spyder==3.3.6 +spyder-kernels==0.5.2 +SQLAlchemy==1.3.9 +statsmodels==0.10.1 +subprocess32==3.5.4 +sympy==1.4 +tables==3.5.2 +tblib==1.4.0 +terminado==0.8.2 +testpath==0.4.2 +toolz==0.10.0 +tornado==5.1.1 +tqdm==4.36.1 +traceback2==1.4.0 +traitlets==4.3.3 +typing==3.7.4.1 +unicodecsv==0.14.1 +unittest2==1.1.0 +urllib3==1.24.2 +wcwidth==0.1.7 +webencodings==0.5.1 +Werkzeug==0.16.0 +widgetsnbextension==3.5.1 +win-inet-pton==1.1.0 +win-unicode-console==0.5 +wincertstore==0.2 +wrapt==1.11.2 +xlrd==1.2.0 +XlsxWriter==1.2.1 +xlwings==0.15.10 +xlwt==1.3.0 +zict==1.0.0 +zipp==0.6.0