Credit Card Fraud Detection Python Project

This Solution is built using SQlite3 which is integrated in Python. The information received from the bank, has been split into different tables of SQLite. The idea is to have the database updated in real time and extraction of any fraudulent data which is identified based on certain guidelines in this case which is assumed to be three of them.

1. The first anomaly is identified when there is any discrepancy for amount withdrawals less than a certain amount from the user’s account which is unlikely to be have taken place.
2. Second Anomaly is based on Frequency. If there are transaction on the same date  multiple times.
3. Third Anomaly is based on the Preferred location of an individual user which is gathered as per the trend provided.

Check out for above Case study in below mentioned weblink.

Credit Card Fraud Detection Python Project

Healthcare Associated Infections (HAI) Hive Case Study

This project is to look at US efforts to reduce Healthcare Associated Infections (HAI) in Year 2013.4 measures are included: hospital-acquired central line-associated bloodstream infections (CLABSI) Methicillin-resistant Staphylococcus aureus (MRSA) catheter-associated urinary tract infections (CAUTI) Clostridium difficile (C.diff.)

Check it out below link for above case study:

Healthcare Associated Infections (HAI) Hive Case Study

I hope this tutorial will surely help you. If you have any questions or problems please let me know.

Happy Hadooping with Patrick..

Walmart Recruiting Store Sales Forecasting Python Analysis

Retail data modeling challenge is limited historical data to make decisions required. If the annual Christmas approaching, so have the opportunity to look at the impact of strategic decisions on the bottom line. In this game the recruitment, job seekers can access the mall is located 45 walmart historical sales data for different regions, each mall contains a number of sectors.Participants must estimate sales for each department every mall. To increase the challenge, the holiday price cuts included in the data set, we all know these price cuts will affect sales, the problem is to predict which sectors are affected and affected degree.

Check out below link for above case Study.

Walmart Recruiting Store Sales Forecasting Python 
Analysis

I hope this tutorial will surely help you. If you have any questions or problems please let me know.

Happy Hadooping with Patrick..

“The Daily Show” of Comedy Central Data Analysis PIG Case Study

In this post, we will Analyse data from “The Daily Show “(also known as The Daily Show with Jon Stewart from 1999 until 2015, and The Daily Show with Trevor Noahas of 2015) is an American news satire and talk show television program, which airs each Monday through Thursday on Comedy Central and on The Comedy Network in Canada.

Check out below link for above Case Study.


“The Daily Show” of Comedy Central Data Analysis PIG Case Study

I hope this tutorial will surely help you. If you have any questions or problems please let me know.

Happy Hadooping with Patrick..

2016 US Presidential Election Tweets Crawler Python Script

A streaming tweets crawler for collecting tweets related to 2016 US presidential election.

Check out above Python Script on below weblink.

2016 US Presidential Election Tweets Crawler

Happy Hadooping with Patrick..

Spatial Analytics with Hive on UBER Anonymized GPS Logs Case Study

The explosion of smartphones in the consumer space (and smart devices of all kinds more generally) has continued to accelerate the next generation of apps such as Uber which depend on the processing of and insight from huge volumes of incoming data.

Check out above case study in below link : 

Spatial Analytics with Hive on UBER Anonymized GPS Logs Case Study

Happy Hadooping with Patrick..

Call Data Record (CDR) Analytics MapReduce Case Study

In this post, we are going to solve some real world problems with map reduce code on hadoop. In this example we are going to solve a very useful problem called Call Data Record (CDR) Analytics.

Check out above case study in below weblink :

Call Data Record (CDR) Analytics MapReduce Case Study

Happy Hadooping with Patrick..

Online Music Stats MapReduce Case Study

Any online music website where users listen to various tracks, the data gets collected and we have to analyse this data.

Check above case study in below link :

Online Music Stats MapReduce Case Study

Happy Hadooping with Patrick..

Inpatient Prospective Payment System (IIPS) Case Study

This project is based upon “Inpatient prospective payment system (IPPS)” which is used to refer to several payment methodologies for which means of determining insurance reimbursement is based on a predetermined payment regardless of the intensity of the actual service provided.


Check out above case study on below weblink : 

Inpatient Prospective Payment System (IIPS) Case Study


Happy Hadooping with Patrick..

Apache Hadoop : London 2012 Olympics Twitter Analysis MapReduce Case Study

 London 2012 Olympics Tweet Analysis MapReduce example :

The goal of this project is to develop several simple Map/Reduce programs to analyze one provided dataset. The dataset contained 18 million Twitter messages captured during the London 2012 Olympics period. All messages are related in some way to the events happening in London (as they have a term such as London2012).

Check it out above case study in below weblink:

London 2012 Olympics Twitter Analysis MapReduce Case Study

I hope this tutorial will surely help you. If you have any questions or problems please let me know.

Happy Hadooping with Patrick..

Apache Hadoop : Earthquake Log Analysis MapReduce Case Study

Earthquake Log Analysis MapReduce example :

This example showing seismic data which measure earthquake magnitudes around the world. There are thousands of such sensors deployed around the world recording earthquake data in log files.
I hope this tutorial will surely help you. If you have any questions or problems please let me know.

Check it out above Case Study on below link:

Earthquake Log Analysis MapReduce Case Study

Happy Hadooping with Patrick..