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openstreetmaps's Introduction

OpenStreetMaps Data Wrangling with MongoDB

Grace Pehl, PhD

Udacity Data Analyst Nanodegree Project

##Purpose of the Project

  1. download XML data from Open Street Maps
  • MapPostion.txt - a description of the area selected
  • TreasureCoastFL.osm - a sample of the 82.6 MB dataset
  • 1_OSM_samplingData.py - code used to create data sample (provided by course)
  1. audit the data and perform some cleaning
  • OSHaudit_values.py - explore the dataset
  • OSHkey_types.py - output a list of all keys used
  • keys.txt - all keys found in the OSM data
  1. reformat the data to JSON
  • Data.py - convert data formats with sax parsing and perform some data cleaning
  1. insert the data into MongoDB
  2. run some queries on the database
  • mongoDBqueries - code to run queries (not all queries saved in the code)
  1. create a brief project writeup.
  • ProjectNotes.pdf
  • Resources.txt

All programming quizes from Lesson 6 of the Udacity Data Wrangling course (quiz # 1 and 3-6) are also included.

openstreetmaps's People

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