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An app to assist public scrutiny of BANES spending data

Datos y análisis

Open analysis of closed(?) data
An app to assist public scrutiny of Council spending
Team Exposé

B&NES spent approximately £400M in FY 2013/2014
•Too many items for easy oversight
•Too little time for dedicated inspection
•Too little time for introspection
•Ample Public interest in where the money is going...

Front End : AngularJS
Bootstrap
Back End : Go
MongoDB
Python
Datasets B&NES £500 Expenditure Spreadsheet
B&NES Members Allowance Payments
Company Check.co.uk
OpenCharities.org
Postcode.io
App link http://expose.112percent.com:8080

Comparison between B&NES and other Councils
Spending more money locally
Buying Group possibilities
Greater Transparency of Council spending, access to a wider
scrutiny pool
Enhanced Supplier Management
Better quality datasets from B&NES e.g. Company Number

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This project aims to predict whether a loan application will be approved or denied based on various factors such as applicant's income, credit score, loan amount, etc. Using a dataset containing historical loan application data, we employed machine learning algorithms to build a predictive model. The model was trained on features such as applicant's income, credit history, loan amount, loan term, and others. After training the model, we evaluated its performance using metrics like accuracy, precision, recall, and F1 score. The insights from this project can help financial institutions streamline their loan approval process and make informed decisions. Visit for more information: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/

Predicting Loan Approval: A Data Science Project

Predicting Loan Approval: A Data Science Project

Predicting Loan Approval: A Data Science Project

Boston Institute of Analytics

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Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...

Digital Advertising Lecture for Advanced Digital & Social Media Strategy at U...

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Behind the lines

1. Open analysis of closed(?) data An app to assist public scrutiny of Council spending Team Exposé

2. B&NES spent approximately £400M in FY 2013/2014 •Too many items for easy oversight •Too little time for dedicated inspection •Too little time for introspection •Ample Public interest in where the money is going...

3. Front End : AngularJS Bootstrap Back End : Go MongoDB Python Datasets B&NES £500 Expenditure Spreadsheet B&NES Members Allowance Payments Company Check.co.uk OpenCharities.org Postcode.io App link http://expose.112percent.com:8080

4. Comparison between B&NES and other Councils Spending more money locally Buying Group possibilities Greater Transparency of Council spending, access to a wider scrutiny pool Enhanced Supplier Management Better quality datasets from B&NES e.g. Company Number