Crime Data Analysis Project in Machine Learning

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Crime Data Analysis Project in Machine Learning .Crime analyses is one among the important application of knowledge mining. data processing contains many tasks and techniques including Classification, Association, Clustering, Prediction each of them has its own importance and applications It can help the analysts to spot crimes faster and help to form faster decisions.
The main objective of crime analysis is to seek out the meaningful information from great deal of knowledge and disseminates this information to officers and investigators within the field to help in their efforts to apprehend criminals and suppress criminal activity. In this project, Kmeans Clustering is employed for crime data analysis.

Technologies Used

Web Technologies

Html , Css , JavaScript , Bootstrap , Django

Machine Learning Library In Python

Numpy , Pandas , Scipy
matplotlib
scikit-learn
seaborn

Database

SQLite

Supported Operating System :-

  1. We can configure this project on following operating system.
  2. Windows : This project can easily be configured on windows operating system. For running this project on Windows system, you will have to install
  3. Python 3.6.10, PIP, Django.
  4. Linux : We can run this project also on all versions of Linux operating systemMac : We can also easily configured this project on Mac operating system.

Installation Step : -

  1. python 3.6.8
  2. command 1 - python -m pip install --user -r requirements.txt
  3. command 2 - python app.py

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Covid19 Real Time Counter, World Map Android App Project

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This project is Android application that contains information about the Covid19 Virus 🦠
Coronavirus disease (COVID-19) is an infectious disease caused by a newly discovered coronavirus. Most people who fall sick with COVID-19 will experience mild to moderate symptoms and recover without special treatment

It is an Android application that contains information about the Covid19 Virus. It contains detailed information about all countries. Daily case numbers, death numbers can be learned. I code the project in Java language. Retrofit, Picasso technologies are used.

Which API are you using ? 🤔

I'm using this API in Android Application : https://corona.lmao.ninja

This Api is perfect. Build anything from console widgets to mobile applications with our free and easy to use API.

Android Application Screens 📱

When the application is opened, a screen listing all countries is shown. This screen shows how many people have died in total in the all countries so far. By swiping up and down on the main page, you can find out the number of people who died from corona virus in all countries.

You can find information about the desired country by clicking the search button at the top of the main page.

Clicking on the countries from the main page or search screen goes to the detail page. There is a variety of information on the detail page. These are as follows : Today cases, Today death, Total test, Total case, Total deaths, Total recovered.

 

Download Source Code

Apk Demo

Github Link