Reference no: EM132352310
Assignment -
Summary - I want to examine the topic which is about the: "Gun Violence rates in the United States", have they fallen forcefully or expanded in the past few years? Today we have various powerful factors like person to person communication stages individuals have simple access today, where in case of an episode they are advised promptly. On the off chance that we think to 1993, individuals depended on landlines, papers, TVs and the fortunate ones had a vehicle telephone or block telephone to convey. Today social network spot lights and amplifies America at its worst moments in time, people use their smartphone to video and share negative impacts of society which last for days or even weeks. Does emerging technologies advance does it hinder society's humility and compassion for quality of life and enable others to cause harm due to hate crimes, bullying, etc.
Providing analysis on if gun violence has increased over the past few years and looking for contributing factors like social network, demographic inequality (sex or income), prior history to mental health or domestic violence. This will help the public with knowledge on guns are not the issue to address, lack of verbal communication on morale well-being. People live in an age where at times they don't feel their voice is heard or they are notice as an individual so they take to social network to express themselves where it can backfire on them. By restricting gun purchase is not the answer since its truly not the problem where the person holding the weapon is the problem, we don't see single family homes being destroyed or outlawed because they enable reproduction illegal drugs.
Requirements: Summarize the problem statement you addressed.
- Summarize how you addressed this problem statement (the data used and the methodology employed).
- Summarize the interesting insights that your analysis provided.
- Summarize the implications to the consumer (target audience) of your analysis.
- Discuss the limitations of your analysis and how you, or someone else, could improve or build on it.
- Completed Project using R Markdown with Word output, and need both outputs.
Display/graphics required: Scatter Plots: color, US Map to display locations of mass shootings (corr): maybe use flex dashboard Bar charts
Approach: To start off with importing the "United States crime rates by county" and "US Mass Shootings" datasets to setup the foundation of the work, by creating summaries, standard deviations in prep for the next step. Then start to overlay the other datasets into different view to look for correlations.
Most of the crimes are not answered to police, in this way are not unraveled - for an assortment of reasons, individuals feel it's an individual issue, people in general don't see the police would not or couldn't do anything to them help.
Relationships, potentially Standard Deviation: check whether I can discover US API associations with credit, pay, climate or past demonstrations of brutality to check whether there is any association.
Attachment:- Assignemnt File - problem.rar