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Medical Procedures Projection based on COVID lockdown decline

I have a 2.7GB csv file with this columns from Brazil's health sector:

Procedure_Code;

City_Code;

Disease_Code(ICD10);

YearMonth;

Tratment_Type;

Total_Procedures.

You can think five firsts collumns as a key for Total_Procedures value.

The information is already grouped and has 49.466.133 unique values.

Tratment_Type = 3 is ambulatory_public

Tratment_Type = 4 is hospital_public

Tratment_Type = 5 is hospital_private

Tratment_Type = 6 is ambulatory_private

Tratment_Type 3 and 4 we have year 2020. Tratment_Type 4 and 5 we want to project year 2020 based on what happened with Tratment_Type 3 and 4.

Hi Ilya R.,

I have a 2.7GB csv file with this columns from Brazil's health sector:

Procedure_Code;

City_Code;

Disease_Code(ICD10);

YearMonth;

Tratment_Type;

Total_Procedures.

You can think five firsts collumns as a key for Total_Procedures value.

The information is already grouped and has 49.466.133 unique values.

Tratment_Type = 3 is ambulatory_public

Tratment_Type = 4 is hospital_public

Tratment_Type = 5 is hospital_private

Tratment_Type = 6 is ambulatory_private

Tratment_Type 3 and 4 we have year 2020. Tratment_Type 4 and 5 we want to project year 2020 based on what happened with Tratment_Type 3 and 4.

I will give an example: we can say that procedures related with cancer diagnosis were 50% less in 2020 than they were in 2019 on first semester because COVID.

We can do a projection for type 5 and 6 (private sector) based on what happend with public sector.

All I want is this: A table with same collumns as source with year 2020 for Tratment_Type 5 and 6.

Skills: Artificial Intelligence, Data Processing, Python, Machine Learning (ML), Statistics

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About the Employer:
( 0 reviews ) Florianópolis, Brazil

Project ID: #28276685

15 freelancers are bidding on average $148 for this job

ilyarotov02

Hello, there. I am very interested in your Project. I'm a python expert, with over 5+ years experience dealing with python, Matlab Programming. I have a lot of experiences in many ML and data analysis projects. I can h More

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rohitangira

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romansydorenko07

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johnwanjiku

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sajjadtaghvaeifr

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HalceyonAI

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ahmedtryaq

Dear employer, I will be excited to work with you! I see you need some help with projecting private sector performance through 2020 based on 2019 data of both sectors and 2020 data of public sector. I'm gladly ready More

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leoher96

Hi There, I would be glad to help you develop both the model(can be used for further analysis) and the estimation. Please let me know if interested and we can discuss the questions you have on chat. Regards, Leonardo

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SlobodanDev2020

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engahmedsherif9

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nmiya86

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noeliarey1

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poojadvi556

Hi, I have gone through your project and understand your requirements. I have 10 years experience in healthcare. I have extensive knowledge of ICD10 and Procedures CPTs. I can provide you projection on procedures based More

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abuda71

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