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Suicides Data Analysis in India

In this project, I will attempt to provide an explanation for what is probably the specific motives because of which human beings dedicated suicide in India (the usage of the dataset "Suicides in India").

Almost 11,89,068 human beings dedicated suicide in 2012 alone, it's miles pretty crucial to apprehend why they dedicate suicide and attempt to mitigate.

What is suicide and suicidal behavior?

1.Suicide is the act of taking one’s own life & Suicidal behavior refers to talking about or taking actions related to ending one’s own life.

2.Close to 800000 people die by suicide every year. Furthermore, for each suicide, there are more than 20 suicide attempts.

3.If you or someone you know is exhibiting either, you should seek immediate assistance from a healthcare provider.

4.Suicides are preventable. Much can be done to prevent suicide at individual, community and national levels.

!pip install numpy pandas seaborn plotly torchvision
!pip install matplotlib --upgrade 
Requirement already satisfied: numpy in /srv/conda/envs/notebook/lib/python3.8/site-packages (1.19.1) Requirement already satisfied: pandas in /srv/conda/envs/notebook/lib/python3.8/site-packages (1.1.2) Requirement already satisfied: seaborn in /srv/conda/envs/notebook/lib/python3.8/site-packages (0.10.1) Requirement already satisfied: plotly in /srv/conda/envs/notebook/lib/python3.8/site-packages (4.11.0) Requirement already satisfied: torchvision in /srv/conda/envs/notebook/lib/python3.8/site-packages (0.7.0) Requirement already satisfied: python-dateutil>=2.7.3 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from pandas) (2.8.1) Requirement already satisfied: pytz>=2017.2 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from pandas) (2020.1) Requirement already satisfied: matplotlib>=2.1.2 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from seaborn) (3.3.2) Requirement already satisfied: scipy>=1.0.1 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from seaborn) (1.5.2) Requirement already satisfied: six in /srv/conda/envs/notebook/lib/python3.8/site-packages (from plotly) (1.15.0) Requirement already satisfied: retrying>=1.3.3 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from plotly) (1.3.3) Requirement already satisfied: torch==1.6.0 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from torchvision) (1.6.0) Requirement already satisfied: pillow>=4.1.1 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from torchvision) (7.2.0) Requirement already satisfied: cycler>=0.10 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib>=2.1.2->seaborn) (0.10.0) Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.3 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib>=2.1.2->seaborn) (2.4.7) Requirement already satisfied: certifi>=2020.06.20 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib>=2.1.2->seaborn) (2020.6.20) Requirement already satisfied: kiwisolver>=1.0.1 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib>=2.1.2->seaborn) (1.2.0) Requirement already satisfied: future in /srv/conda/envs/notebook/lib/python3.8/site-packages (from torch==1.6.0->torchvision) (0.18.2) Requirement already up-to-date: matplotlib in /srv/conda/envs/notebook/lib/python3.8/site-packages (3.3.2) Requirement already satisfied, skipping upgrade: certifi>=2020.06.20 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib) (2020.6.20) Requirement already satisfied, skipping upgrade: cycler>=0.10 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib) (0.10.0) Requirement already satisfied, skipping upgrade: kiwisolver>=1.0.1 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib) (1.2.0) Requirement already satisfied, skipping upgrade: numpy>=1.15 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib) (1.19.1) Requirement already satisfied, skipping upgrade: pillow>=6.2.0 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib) (7.2.0) Requirement already satisfied, skipping upgrade: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.3 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib) (2.4.7) Requirement already satisfied, skipping upgrade: python-dateutil>=2.1 in /srv/conda/envs/notebook/lib/python3.8/site-packages (from matplotlib) (2.8.1) Requirement already satisfied, skipping upgrade: six in /srv/conda/envs/notebook/lib/python3.8/site-packages (from cycler>=0.10->matplotlib) (1.15.0)

Let's begin by downloading the data, and listing the files within the dataset.

project_name = 'suicide_in_india_2020'