As part of P3 of Udacity Data Analyst Nanodegree

Investigating the Vancouver Canada open street map data

Final Report ->

DataWranglingwithSQL.pdf

Files Included -

Initial Audit and investigation ->

audit_tags.py

Data Cleaning, updating and creating csv ->

data_cleaning.py

inserting data from csv into DB

csv_sql.py

Data Exploration SQLs ->

data_exploration.sql

Other file ->

To generate sample map file -> generate_sample.py