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Merge branch 'main' into updating-intro
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@ehumph
ehumph authored Jun 28, 2024
2 parents 3bb7b07 + 1ae5511 commit ae9932a
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14,018 changes: 14,018 additions & 0 deletions data/Baltimore_City_Employee_Salaries_FY2015.csv
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1,632 changes: 1,632 additions & 0 deletions data/Bike_Lanes.csv
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925 changes: 925 additions & 0 deletions data/Bike_Lanes_Long.csv
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135 changes: 135 additions & 0 deletions data/Bike_Lanes_Wide.csv
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name,BIKE BOULEVARD,BIKE LANE,CONTRAFLOW,SHARED BUS BIKE,SHARROW,SIDEPATH,SIGNED ROUTE,<NA>
ALBEMARLE ST,NA,NA,NA,NA,109.914172745,NA,234.91900309,NA
ALICEANNA ST,NA,NA,NA,NA,250.71030352842106,NA,NA,NA
ARGONNE DR,NA,1312.60837294,NA,NA,NA,NA,NA,NA
ART MUSEUM DR,NA,NA,NA,NA,NA,NA,277.65798712000003,NA
AUCHENTOROLY TERR,NA,1341.82907995,NA,NA,NA,NA,NA,NA
BANK ST,NA,165.7379772811111,NA,NA,NA,NA,146.8146408035484,NA
BATTERY AVE,NA,NA,NA,NA,NA,NA,155.854911215,NA
BEAUMONT AVE,NA,NA,NA,NA,NA,NA,389.62331852875,NA
BELAIR ROAD,NA,NA,NA,NA,190.013294841,NA,NA,NA
BOSTON ST,NA,195.1282716925,NA,NA,NA,NA,NA,25.72127253
CHARLCOTE ROAD,NA,NA,NA,NA,NA,NA,242.17639749666665,NA
CHERRY HILL ROAD,NA,290.426370232,NA,NA,NA,NA,NA,NA
CHERRYLAND ROAD,NA,NA,NA,NA,271.93212539,NA,NA,NA
CHESTNUT AVE,NA,NA,NA,NA,219.76022793142857,NA,NA,NA
CLARKS LANE,NA,NA,NA,NA,421.87266775,NA,358.4853076333333,NA
CORSE AVE,NA,NA,NA,NA,812.96709993,NA,NA,NA
CROSS COUNTRY BLVD,NA,1321.272096385,NA,NA,299.2273387,NA,747.06654575,NA
CURRAN DR,NA,894.2082667100001,NA,NA,NA,NA,NA,NA
DOLFIELD AVE,NA,NA,NA,NA,261.9924367016667,NA,NA,NA
DRUID PARK LAKE DR,NA,688.70665333,NA,NA,NA,NA,NA,NA
E 33RD ST,NA,162.026140478,NA,NA,306.93654613125,NA,54.1407323825,NA
E 34TH ST,NA,NA,NA,NA,NA,NA,49.93183352,NA
E BALTIMORE ST,NA,77.27323272,NA,NA,211.4231352451724,NA,NA,NA
E CLEMENT ST,NA,NA,NA,NA,NA,NA,127.73609273857143,NA
E COLD SPRING LANE,NA,NA,NA,NA,NA,NA,18.47702219,NA
E GITTINGS ST,NA,NA,NA,NA,NA,NA,137.482961211,NA
E LANVALE ST,NA,NA,119.09889731333334,NA,151.86621911333333,NA,NA,NA
E LOMBARD ST,NA,NA,NA,179.62357788625,NA,NA,NA,NA
E MONUMENT ST,NA,259.06351533142856,NA,NA,344.4839480625,NA,NA,NA
E MOUNT ROYAL AVE,NA,NA,NA,NA,292.382043846,NA,NA,NA
E PRATT ST,NA,NA,NA,303.020096856,NA,NA,NA,NA
E UNIVERSITY PKWY,NA,NA,NA,NA,NA,NA,250.36932134214285,NA
EASTERN AVE,NA,NA,NA,NA,NA,481.18084436000004,NA,NA
ECHODALE AVE,NA,NA,NA,NA,262.247403256875,NA,NA,NA
EDMONDSON AVE,NA,273.5233114481818,NA,NA,NA,NA,NA,NA
ESSEX ST,NA,NA,NA,NA,120.98265290428571,NA,NA,NA
ETHELBERT AVE,NA,NA,NA,NA,NA,NA,699.88448829,NA
EUTAW PL,NA,NA,NA,NA,NA,NA,NA,288.885093615
FAIRHAVEN AVE,NA,181.15938121705884,NA,NA,NA,NA,NA,NA
FAIT AVE,NA,NA,NA,NA,145.023085405,NA,NA,NA
FALLSWAY,NA,389.00921415,NA,NA,335.304920395,NA,NA,NA
FAWN ST,NA,NA,134.029052515,NA,NA,NA,232.4501817975,NA
FLEET ST,NA,NA,NA,NA,159.99213247,NA,NA,NA
FRANKFORD AVE,NA,336.963873615,NA,NA,267.28847682,NA,NA,NA
FRANKFORD ROAD,NA,158.634079945,NA,NA,NA,NA,NA,NA
FRANKFURST AVE,NA,313.18967684,NA,NA,NA,NA,NA,NA
FREDERICK AVE,NA,265.3133082664912,NA,NA,NA,NA,NA,NA
FREDERICK ROAD,NA,159.50782312,NA,NA,NA,NA,NA,NA
GARRISON BLVD,NA,NA,NA,NA,252.91626647290323,NA,NA,NA
GLEN AVE,NA,NA,NA,NA,328.496106027,NA,NA,NA
GOUGH ST,NA,NA,NA,NA,NA,NA,156.26115663407407,NA
GREENSPRING AVE,NA,309.56647898757575,NA,NA,246.55467712533334,NA,NA,NA
GREENWAY,NA,NA,NA,NA,NA,NA,315.42772010411767,NA
GUILFORD AVE,197.51767714813954,NA,NA,NA,167.955410010625,NA,NA,NA
GUILFORD TERR,147.526319612,NA,NA,NA,NA,NA,NA,NA
GWYNN OAK AVE,NA,343.4097726169231,NA,NA,NA,NA,NA,NA
HAMLIN AVE,NA,NA,NA,NA,124.20009032333334,NA,NA,NA
HILLEN ROAD,NA,NA,NA,NA,NA,NA,65.16350959,NA
HILTON ROAD,NA,294.44745495333336,NA,NA,173.3028124925,NA,NA,NA
HUNTINGDON PATH,NA,NA,NA,NA,NA,0,NA,NA
JACKSON ST,NA,NA,NA,NA,NA,NA,115.556693934,NA
KELLY AVE,NA,678.033293218,NA,NA,NA,NA,NA,NA
KESWICK ROAD,NA,NA,NA,NA,270.5418732828571,NA,NA,NA
LAKE DR,NA,3192.10208614,NA,NA,NA,NA,NA,NA
LAKE MONTEBELLO DR,NA,259.6567246,NA,NA,NA,NA,NA,NA
LANCASTER ST,NA,NA,185.604649945,NA,NA,NA,188.555218874,NA
LEAKIN ST,NA,NA,NA,NA,146.351618505,NA,NA,NA
LIBERTY HEIGHTS AVE,NA,243.54885245333335,NA,NA,NA,NA,NA,NA
LIGHT ST,NA,120.81189324857144,NA,NA,NA,NA,NA,NA
LOCH RAVEN BLVD,NA,NA,NA,NA,197.849161305,NA,67.00418612,NA
MADISON AVE,NA,363.2209408383333,NA,NA,NA,NA,NA,NA
MC CALLUM DR,NA,NA,NA,NA,NA,NA,1387.10258505,NA
MILLBROOK ROAD,NA,NA,NA,NA,NA,NA,552.145782375,NA
MORAVIA PARK DR,NA,426.5628792214286,NA,NA,403.08043734,NA,NA,NA
N BROADWAY,NA,278.5822906072222,NA,NA,249.35581321,NA,NA,NA
N CENTRAL AVE,NA,292.0934966566667,NA,NA,NA,NA,NA,NA
N CHARLES,NA,NA,NA,NA,NA,NA,1132.28251635,NA
N CHARLES ST,NA,NA,NA,NA,NA,NA,207.01018221125,NA
N HIGHLAND AVE,NA,175.194979564,NA,NA,NA,NA,NA,NA
N ROGERS AVE,NA,209.13947765272727,NA,NA,291.49509524,NA,NA,NA
NORTHWOOD DR,NA,NA,NA,NA,NA,NA,154.74947985,NA
NORWOOD ROAD,NA,NA,NA,NA,NA,NA,330.29508254,NA
NOTRE DAME LANE,NA,NA,NA,NA,NA,NA,301.47539537,NA
O'DONNELL ST CUT OFF,NA,336.74550735,NA,NA,NA,NA,NA,NA
PACIFIC ST,NA,NA,NA,NA,16.93555727,NA,NA,NA
PARK HEIGHTS AVE,NA,NA,NA,NA,497.152544529,NA,NA,NA
PENTWOOD ROAD,NA,NA,NA,NA,NA,NA,433.6235173842857,NA
PIMLICO ROAD,NA,146.60176905,NA,NA,173.96616601,NA,NA,NA
POST ROAD,NA,NA,NA,NA,NA,NA,146.9921143269231,NA
POTEE ST,NA,1469.3469354400002,NA,NA,NA,NA,NA,NA
PRESIDENT ST,NA,292.49013035444443,NA,NA,331.62963543,NA,NA,NA
RIVERSIDE AVE,NA,NA,NA,NA,NA,NA,190.007424181,NA
ROLAND AVE,NA,321.74524152842855,NA,NA,296.68252829666665,NA,NA,NA
S BROADWAY,NA,NA,NA,NA,337.4868591157143,NA,NA,NA
S CAROLINE ST,NA,246.17230843454544,NA,NA,NA,NA,NA,NA
S CENTRAL AVE,NA,224.59449889666666,NA,NA,NA,NA,NA,NA
S CONKLING ST,NA,202.00638791818182,NA,NA,NA,NA,NA,NA
S EXETER ST,NA,NA,NA,NA,NA,NA,80.06311277,NA
S HANOVER,NA,2536.73077513,NA,NA,NA,NA,NA,NA
S HANOVER ST,NA,503.4757794916667,NA,NA,NA,NA,NA,NA
S HAVEN ST,NA,NA,NA,NA,NA,344.44056692,NA,NA
S HIGHLAND AVE,NA,179.680397559,NA,NA,NA,NA,NA,NA
S MONTFORD AVE,NA,NA,NA,NA,47.40281092,NA,NA,NA
S PRESIDENT ST,NA,396.04793161333333,NA,NA,NA,NA,NA,NA
SAINT PAUL ST,NA,249.46020929378378,NA,NA,NA,NA,NA,NA
SAN MARTIN DR,NA,NA,NA,NA,NA,NA,2258.36667628,NA
SEQUOIA AVE,NA,28.67251115,NA,NA,388.83399138666664,NA,NA,NA
STUART AVE,NA,NA,NA,NA,13.49212208,NA,NA,NA
THE ALAMEDA,NA,NA,NA,NA,NA,NA,158.64266483249997,NA
TRAINOR AVE,NA,NA,NA,NA,NA,NA,335.57315793,NA
TRINITY ST,NA,NA,NA,NA,NA,NA,157.46907569666666,NA
VAN LILL ST,NA,NA,NA,NA,146.8989684,NA,NA,NA
W 33RD ST,NA,191.94480344,NA,NA,NA,NA,NA,NA
W 36TH ST,NA,NA,NA,NA,230.356854285,NA,NA,NA
W 39TH ST,NA,NA,NA,NA,NA,NA,138.64260258636364,NA
W BELVEDERE AVE,NA,213.33981274576922,NA,NA,203.46032480612902,NA,NA,NA
W COLD SPRING LANE,NA,NA,NA,NA,213.62511278076923,NA,NA,NA
W LANVALE ST,NA,NA,140.06773422,NA,NA,NA,NA,NA
W LOMBARD ST,NA,NA,NA,406.3448777333333,NA,NA,NA,NA
W PRATT ST,NA,NA,NA,349.67386284857145,NA,NA,NA,NA
W ROGERS AVE,NA,NA,NA,NA,138.7443156,NA,NA,NA
W UNIVERSITY PKWY,NA,302.6120514419231,NA,NA,351.2164477366667,NA,NA,NA
WABASH AVE,NA,186.82128123357143,NA,NA,317.8128269983333,NA,NA,NA
WALTHER AVE,NA,267.47988336875,NA,NA,NA,NA,NA,NA
WARREN AVE,NA,NA,NA,NA,NA,NA,172.63444476,NA
WHITMAN DR,NA,1085.1336047425,NA,NA,NA,NA,164.10756017,NA
WILLIAM ST,NA,NA,NA,NA,NA,NA,200.0717365177778,NA
WINANS WAY,NA,NA,NA,NA,NA,1848.48484641,NA,NA
WINSTON AVE,NA,NA,NA,NA,NA,NA,261.29254891,NA
WINSTON-ROSSITER,NA,NA,NA,NA,NA,NA,256.83121411,NA
WINSTON-STONEWOOD,NA,NA,NA,NA,NA,NA,262.37189461,NA
WYMAN PARK DR,NA,NA,NA,NA,436.937759465,NA,186.4576124857143,NA
YORK ROAD,NA,NA,NA,NA,NA,NA,66.52652247,NA
NA,435.73787702,695.69831669,NA,NA,62.32223062333333,1024.67462494,1087.9805040033334,NA
38 changes: 38 additions & 0 deletions data/Carvana_Data_Dictionary.txt
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Field Name Definition
RefID Unique (sequential) number assigned to vehicles
IsBadBuy Identifies if the kicked vehicle was an avoidable purchase
PurchDate The Date the vehicle was Purchased at Auction
Auction Auction provider at which the vehicle was purchased
VehYear The manufacturer's year of the vehicle
VehicleAge The Years elapsed since the manufacturer's year
Make Vehicle Manufacturer
Model Vehicle Model
Trim Vehicle Trim Level
SubModel Vehicle Submodel
Color Vehicle Color
Transmission Vehicles transmission type (Automatic, Manual)
WheelTypeID The type id of the vehicle wheel
WheelType The vehicle wheel type description (Alloy, Covers)
VehOdo The vehicles odometer reading
Nationality The Manufacturer's country
Size The size category of the vehicle (Compact, SUV, etc.)
TopThreeAmericanName Identifies if the manufacturer is one of the top three American manufacturers
MMRAcquisitionAuctionAveragePrice Acquisition price for this vehicle in average condition at time of purchase
MMRAcquisitionAuctionCleanPrice Acquisition price for this vehicle in the above Average condition at time of purchase
MMRAcquisitionRetailAveragePrice Acquisition price for this vehicle in the retail market in average condition at time of purchase
MMRAcquisitonRetailCleanPrice Acquisition price for this vehicle in the retail market in above average condition at time of purchase
MMRCurrentAuctionAveragePrice Acquisition price for this vehicle in average condition as of current day
MMRCurrentAuctionCleanPrice Acquisition price for this vehicle in the above condition as of current day
MMRCurrentRetailAveragePrice Acquisition price for this vehicle in the retail market in average condition as of current day
MMRCurrentRetailCleanPrice Acquisition price for this vehicle in the retail market in above average condition as of current day
PRIMEUNIT Identifies if the vehicle would have a higher demand than a standard purchase
AcquisitionType Identifies how the vehicle was aquired (Auction buy, trade in, etc)
AUCGUART The level guarntee provided by auction for the vehicle (Green light - Guaranteed/arbitratable, Yellow Light - caution/issue, red light - sold as is)
KickDate Date the vehicle was kicked back to the auction
BYRNO Unique number assigned to the buyer that purchased the vehicle
VNZIP Zipcode where the car was purchased
VNST State where the the car was purchased
VehBCost Acquisition cost paid for the vehicle at time of purchase
IsOnlineSale Identifies if the vehicle was originally purchased online
WarrantyCost Warranty price (term=36month and millage=36K)

38 changes: 38 additions & 0 deletions data/Carvana_Data_Dictionary_formatted.txt
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Field Name Definition
RefID Unique (sequential) number assigned to vehicles
IsBadBuy Identifies if the kicked vehicle was an avoidable purchase
PurchDate The Date the vehicle was Purchased at Auction
Auction Auction provider at which the vehicle was purchased
VehYear The manufacturer's year of the vehicle
VehicleAge The Years elapsed since the manufacturer's year
Make Vehicle Manufacturer
Model Vehicle Model
Trim Vehicle Trim Level
SubModel Vehicle Submodel
Color Vehicle Color
Transmission Vehicles transmission type (Automatic, Manual)
WheelTypeID The type id of the vehicle wheel
WheelType The vehicle wheel type description (Alloy, Covers)
VehOdo The vehicles odometer reading
Nationality The Manufacturer's country
Size The size category of the vehicle (Compact, SUV, etc.)
TopThreeAmericanName Identifies if the manufacturer is one of the top three American manufacturers
MMRAcquisitionAuctionAveragePrice Acquisition price for this vehicle in average condition at time of purchase
MMRAcquisitionAuctionCleanPrice Acquisition price for this vehicle in the above Average condition at time of purchase
MMRAcquisitionRetailAveragePrice Acquisition price for this vehicle in the retail market in average condition at time of purchase
MMRAcquisitonRetailCleanPrice Acquisition price for this vehicle in the retail market in above average condition at time of purchase
MMRCurrentAuctionAveragePrice Acquisition price for this vehicle in average condition as of current day
MMRCurrentAuctionCleanPrice Acquisition price for this vehicle in the above condition as of current day
MMRCurrentRetailAveragePrice Acquisition price for this vehicle in the retail market in average condition as of current day
MMRCurrentRetailCleanPrice Acquisition price for this vehicle in the retail market in above average condition as of current day
PRIMEUNIT Identifies if the vehicle would have a higher demand than a standard purchase
AcquisitionType Identifies how the vehicle was aquired (Auction buy, trade in, etc)
AUCGUART The level guarntee provided by auction for the vehicle (Green light - Guaranteed/arbitratable, Yellow Light - caution/issue, red light - sold as is)
KickDate Date the vehicle was kicked back to the auction
BYRNO Unique number assigned to the buyer that purchased the vehicle
VNZIP Zipcode where the car was purchased
VNST State where the the car was purchased
VehBCost Acquisition cost paid for the vehicle at time of purchase
IsOnlineSale Identifies if the vehicle was originally purchased online
WarrantyCost Warranty price (term=36month and millage=36K)

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