Analysis of Women Safety in Indian Cities Using Machine Learning on Tweets

Project Code :TCPGPY251

Abstract

Women and girls have been experiencing a lot of violence and harassment in public places in various cities starting from stalking and leading to sexual harassment or sexual assault. This research paper basically focuses on the role of social media in promoting the safety of women in Indian cities with special reference to the role of social media websites and applications including Twitter platform Facebook and Instagram. This paper also focuses on how a sense of responsibility on part of Indian society can be developed the common Indian people so that we should focus on the safety of women surrounding them. Tweets on Twitter which usually contains images and text and also written messages and quotes which focus on the safety of women in Indian cities can be used to read a message amongst the Indian Youth Culture and educate people to take strict action and punish those who harass the women. Twitter and other Twitter handles which include hash tag messages that are widely spread across the whole globe sir as a platform for women to express their views about how they feel while we go out for work or travel in a public transport and what is the state of their mind when they are surrounded by unknown men and whether these women feel safe.

NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.

Block Diagram

Specifications

Software Requirements:

  • Operating System:Windows 7 or 7+
  • Server side Script: HTML, CSS & JS
  • IDE:Python 3.6 or high version, Visual studio, PyCharm.
  • Libraries Used: Pandas, Numpy, OS.
  • Framework: Flask.

Hardware Requirements:

  • Processor : 15/ Intel processor
  • RAM : 8GB (min)
  • Hard disk  :128GB

 

Learning Outcomes

  • Arduino pin diagram and architecture
  • How to install Arduino IDE  software
  • Setting up and installation procedure for Arduino
  • Introduction to Arduino IDE
  • Basic coding in Arduino IDE
  • Working of LDR sensor
  • Interface LDR sensor with Arduino?
  • Working of DHT11 sensor
  • Interface DHT11 sensor with Arduino?
  • Working of moisture sensor
  • Interface moisture sensor with Arduino?
  • Working of BMP180 sensor
  • Interface BMP180 sensor with Arduino?
  • Working of LCD
  • Interface LCD with Arduino?
  • Working of Ultrasonic sensor
  • Interface Ultrasonic sensor with Arduino?
  • Working of GSM
  • Interface GSM with Arduino?
  • Working of relay
  • Interface relay with Arduino?
  • Working of power supply
  • Working of DC pump
  • About Project Development Life Cycle:
    • Planning and Requirement Gathering( software’s, Tools, Hardware components, etc.,)
    • Schematic preparation 
    • Code development and debugging
    • Hardware development and debugging
    • Development of the Project and  Output testing
  • Practical exposure to:
    • Hardware and software tools.
    • Solution providing for real time problems.
    • Working with team/ individual.
    • Work on Creative ideas.
  • Project development Skills
    • Problem analyzing skills
    • Problem solving skills
    • Creativity and imaginary skills
    • Programming skills
    • Deployment
    • Testing skills
    • Debugging skills
    • Project presentation skills
    • Thesis writing skills

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