Exploratory Data Analysis and Data Pre-processing : Using SAS Studio
$10-30 USD
Cerrado
Publicado hace más de 3 años
$10-30 USD
Pagado a la entrega
YOU MUST USE SAS STUDIO.
Document the solutions as set out in the assignment requirements in a clear manner. The word limit (excluding charts/tables/diagrams and references) for the report is 800-1000 words.
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Exploratory Data Analysis and Data Pre-processing
Requirements:
Examine the given dataset and carry out the following tasks.
1. Identify the type of each attribute (nominal, ordinal, interval or ratio).
[10 marks]
2. Conduct an Exploratory Data Analysis for the given dataset using SAS Studio. You may include the following in your analysis.
i. Descriptive statistics (e.g. value ranges of the attributes, frequency of values, distributions, medians, means, variances, and percentiles).
ii. Suitable visualizations for the corresponding statistics.
3. Use SAS Studio and apply pre-processing techniques to handle:
i. Incomplete data
ii. Noisy data
iii. Inconsistent data
Provide detailed explanations of the applied techniques. Show the resulting dataset and justify your approach in each case.
EXAMPLE/SAMPLE of the assignment can be provided UPON REQUEST.
Hi,
I went through the csv file and all the required points. i will be able to finish it asap. i will use sas studio.
I am working as a data scientist from last 4 years in a well recognised organisation. I have expertise in Data cleansing, Data Mining, Statistics, visualisation, feature engineering and machine learning, I am using python from last 3 years. I have developed around 12 predictive models and 3 statistical model. I can help you for end to end solution development.
Let's discuss your requirements in detail via chat.
Looking forward to hearing from you.
Thanks.
Hey, I hope you’re doing well. I can do this task with accuracy and efficiency within the deadline. I have done masters in statistics and have good command over statistical packages. Please contact me via chat to discuss further.