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--- ## Neurotransmitter Synthesis This repository contains scripts to simulate the synthesis of neurotransmitters from amino acids using RDKit. It includes the biochemical pathways for creating neurotransmitters such as serotonin from tryptophan. ### Features - Simulate the conversion of tryptophan to serotonin. - Generate and save molecular structure images at each step. - Easily extendable to other neurotransmitter synthesis pathways. ### Setup and Usage 1. Clone the repository:    ```sh    git clone https://github.com/AdwikParashar /NeurotransmitterSynthesis.git    cd NeurotransmitterSynthesis    ``` 2. Install the required packages:    ```sh    pip install -r requirements.txt    ``` 3. Run the script to simulate serotonin synthesis:    ```sh    python Serotonin_synthesis.py    ``` ### Requirements - RDKit - Pillow The script generates images of the molecules at each step and saves the...

Coronavirus Crisis: with above 85000 cases, US tops China and Italy

Above 85000 cases, the US is now at the top position after China


This question must be coming in your mind that Why is it such a bad state in the US, it is the most powerful country in the world. Also, it has better facilities for medical treatment.

It has various reasons but the most basic reason is a Huge Amount of testing.

Huge Amount of Testing 


At a press briefing a day earlier, Doctor Deborah Birx, the white houses coronavirus response coordinator, told reporters, "we now have 370,000 tests that have been done the majority of over 220,000 in the last 8 days, which, those of you have who have been tracking the South Korea numbers, put an equivalent to what they did in eight weeks than we did in 8 days."

Now the next question comes that why so many cases in the USA 


Why So many Cases in the USA?


The USA is among a very big tourist attraction country in the world.

The US received of Chinese tourist in January February 2020

 The slow pace of action by the US Federal Government in the combating covid-19

Trump's reluctance to accept the fact that this Global pandemic to spread very fast in the US.

At the core of U.S Covid 19 crisis

The main Center of the Coronavirus in US is the New York City. It is a very famous city in the world. But about 50℅ of cases of Coronavirus is found in the New York City (40,000 cases).

Why New York?

New York Governor Andrew Cuomo said, "what is happening in New York is not the New York phenomenon."

" People in New York don't have a different immune system than other Americans. It's( the infection) not higher in the New York because we are New Yorkers, " Cuomo said, "It's higher in the New York because it started here first because we have Global Travellers coming here first because I have more density than other places...."

Density


The transmission of coronavirus may have been easier given the population and density of NYC.

According to the US census, New York City is the most populated city in the US, with a population of 8.4 million.

The second most populated city is Los Angeles the population of 3.9 million- a difference of more than 4 million.

Chinese Connection


According to the recent new New York Times analysis out of the thousand who flew out from China's Wuhan without the outbreak of covid-19 began, into cities across the world, over 900 travelled to the New York every month on an average. It was not until January end that China put Wuhan under lockdown. However, by that time many infected people would have already travelled to the different parts of the world including New York City.


Job losses in the US


Global job losses from the Coronavirus could far exceed the 25 million estimated just days ago, UN officials.

By comparison the 2008/9 global financial crisis increased Global unemployment by 22 million.


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