Extreme value analysis of a time series wind data using python code.

₹1500-12500 INR

Anuluar

Postuar

almost 4 years ago

₹1500-12500 INR

Paguhet në dorëzim

I am working on statistical analysis of my time series wind data. My data consists of two columns, first column is ‘wind speed’ in meters/sec and second column is ‘wind direction’ (0 -360 degrees). The length of the data is nearly 30 years with 1 hour frequency. Which means number of samples/rows in my data are 30years*365days*24hours=262,800 samples. This sample number may change due to leap years. The aim of this project is to calculate the extreme values for various return period intervals, example; 1, 10, 50 and 100 year periods. This program should preferably use Numpy and/or Scipy which are commonly used libraries. The detailed explained along with sample figures of expected outcome is provided in the attached document. I can provide with the sample data set to work with the code and few reference documents. Please message me for any further clarifications. Important Note: The explanation given for methodology is only a broad understanding, it is the bidders responsibility to follow/choose correct methods and techniques. Additionally we need future assistance with any identified bugs or errors in the code. Skills required for this project: Python (Numpy and Scipy) and Statistics (probability density functions, probability of exceedance, probability of joint occurrence)

Python

Statistics

Statistical Analysis

Software Architecture

Machine Learning (ML)

ID e Projektit: 26857053

Rreth projektit

15 propozime

Projekt në distancë

Aktive 4 yrs ago

Po kërkoni të fitoni para?

Adresa e email-it

Përfitimet e ofertës për Freelancer

Vendosni buxhetin dhe afatin tuaj

Paguhuni për punën tuaj

Përshkruani propozimin tuaj

Është falas të regjistrohesh dhe të bësh oferta për punë

I dhënë për:

@HarshAggarwal04

I am currently working as a data analyst cum software engineer and have a enough experience to get insights of data and analyse data using ML techniques and LSTM for time series analysis. Currently being at home I'll devote full time to the project giving the best out of it.

₹6 667 INR në 6 ditë

3,2

(1 review)

1,2

15 profesionistët e pavarur ofrojnë mesatarisht ₹10 611 INR oferta për këtë punë

@schoudhary1553

Hi, Greetings! ✅checked your project details: Extreme value analysis of a time series wind data using python code. ✅Completed Time: In project deadline We have worked on 600 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion.. Thank you Sandeep Digital screencast

₹9 000 INR në 4 ditë

4,9

(127 përshtypje)

7,1

@suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU, POWER BI, and EXCEL tools like machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash

₹25 000 INR në 7 ditë

4,6

(160 përshtypje)

7,2

@anchalsingh0005

Hello, ‌Hope you doing well.I have checked all your requirements and we able to do this and deliver in time.I have 5 years of experience in these types of work. So, I believe we can do that work with your support. ‌Regards

₹7 000 INR në 7 ditë

4,6

(51 përshtypje)

5,5

@jawherkoussani

Greetings. I would like to help you in your statistical analysis project. I have a bachelor degree in business which qualifies me for this position. I have done a similar work of finding the extreme valus and I can show it to you i if you want. Feel free to hit me up if you wanna hire me.

₹7 000 INR në 2 ditë

1,0

(1 review)

0,0

@amitdivekar30

Hello, I am having skills in Data Science, Python, R, Tablaeu, SQL and I have worked onvarious Data Science projects related to NLP, Predictive analysis Text Mining, Forecasting etc. I look forward to hearing from you soon. Sincerely, Amit

₹7 000 INR në 7 ditë

0,0

(0 përshtypje)

0,0

@expertswriting45

Hi there, I will complete a time series using python and will provide you with clear, concise notes. I am a PhD writer with 5 years of experience. I have worked on several similar projects , and can deliver quality notes to tight deadlines. You can see an example of one of those projects in my portfolio. If you award me the project I'd be very happy to discuss this further and get started for you as soon as possible. Thanks!

₹27 000 INR në 7 ditë

0,0

(2 përshtypje)

0,0

@chiranjibstat

I have a master's in statistics. I am quite knowledgeable about time series modelling like arima, prophet, tbats etc. I have 2 years of experience coding with python. I will complete the job within the deadline.

₹12 222 INR në 3 ditë

0,0

(0 përshtypje)

0,0

@QinLIU

Hello, I am a data engineering and I used to help portfolio managers from quantitative hedge fund for data analysis. The data set I worked with is usually ticker number, which means two data points in a minute, which is even larger than the dataset you mentioned. I have read the content you attached. It is not complicate. Feel free to reach me out and ready to discuss about the detail.

₹8 000 INR në 2 ditë

0,0

(0 përshtypje)

0,0

@CelisTimen

Hi, I recently completed my MsC thesis on time series analysis of multi-dimensional data. Your project seems to allign well with my expertise. Additionally, we could predict these extreme values.

₹9 778 INR në 3 ditë