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This is a project where the Key performance indicators of the Halifax region are determined after rigorous Data Mining from multiple sources across the web by scraping data. This data is analysed and four KPIs are identified Graduation Rate, Crime Severity Index, Occupancy rate of hotels and Number of tourists.

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Assign1_DDL_DML.sql
Assign1_DDL_DML.sql
 
 
Crime_Statistics_-_Crime_Severity_Index.csv
Crime_Statistics_-_Crime_Severity_Index.csv
 
 
Dataset urls.txt
Dataset urls.txt
 
 
Graduation_Information_by_Board.csv
Graduation_Information_by_Board.csv
 
 
Graduation_info.csv
Graduation_info.csv
 
 
README.md
README.md
 
 
Readmefile.pdf
Readmefile.pdf
 
 
Tourism_Nova_Scotia_Visitation.csv
Tourism_Nova_Scotia_Visitation.csv
 
 
Tourism_Nova_Scotia_Visitation.xlsx
Tourism_Nova_Scotia_Visitation.xlsx
 
 
Tourism_visitors.csv
Tourism_visitors.csv
 
 
Tourism_visitors_pivotsheet.xlsx
Tourism_visitors_pivotsheet.xlsx
 
 
homefilescenter_crime_index.sql
homefilescenter_crime_index.sql
 
 
homefilescenter_crime_index_update.sql
homefilescenter_crime_index_update.sql
 
 
homefilescenter_graduation_info.sql
homefilescenter_graduation_info.sql
 
 
homefilescenter_graduation_info_update.sql
homefilescenter_graduation_info_update.sql
 
 
homefilescenter_tourism_accomodate.sql
homefilescenter_tourism_accomodate.sql
 
 
homefilescenter_tourism_accomodate_update.sql
homefilescenter_tourism_accomodate_update.sql
 
 
homefilescenter_tourism_visitor.sql
homefilescenter_tourism_visitor.sql
 
 
homefilescenter_tourism_visitor_update.sql
homefilescenter_tourism_visitor_update.sql
 
 
tourist_accomodation.csv
tourist_accomodation.csv
 
 
tourist_accomodation_pivot.xlsx
tourist_accomodation_pivot.xlsx
 
 

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This is a project where the Key performance indicators of the Halifax region are determined after rigorous Data Mining from multiple sources across the web by scraping data. This data is analysed and four KPIs are identified Graduation Rate, Crime Severity Index, Occupancy rate of hotels and Number of tourists. SQL and Python libraries like Pandas, NumPy, Seaborn are used to analyse and draw conclusions from multiple datasets.

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This is a project where the Key performance indicators of the Halifax region are determined after rigorous Data Mining from multiple sources across the web by scraping data. This data is analysed and four KPIs are identified Graduation Rate, Crime Severity Index, Occupancy rate of hotels and Number of tourists.

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