Project 1 Data Analysis with Python DataScience Weather Dataset

YOUR LINK HERE:

http://youtube.com/watch?v=4hYOkHijtNw

Download this Solved Project (Source Code Rs.39) - https://rzp.io/l/project1sourcecode • Download - Data Science Data Analytics Self Study Notes - https://datasciencelovers.graphy.com/... • Download Dataset File - https://datasciencelovers.graphy.com/... • Download - Python Pandas Notes ( Rs.50 ) - http://bit.ly/3KxMpgA • New Text Version of the project - / python-data-analysis-project-1 • Enrol in our Udemy courses : • 1. Python Data Analytics Projects - https://www.udemy.com/course/bigdata-... • 2. Python For Data Science - https://www.udemy.com/course/python-f... • 3. Numpy For Data Science - https://www.udemy.com/course/python-n... • • Download Free Core Python Notes - https://datasciencelovers.graphy.com/... • Download - Source Codes of Project-1 and Project-2 (Rs.75) - https://datasciencelovers.graphy.com/... • • ---------------------------------------------------------- • Watch demo of Self Study Material - • Data Analyst - Course Notes | Python,... • Outside India, PayPal for Self Study Material ($5) - [email protected] • ---------------------------------------------------------- • Contact Mail Id : [email protected] • ----------------------------------------------------------- • In this video, you will learn how to work on a real project of Data Analysis with Python. Questions are given in the project and then solved with the help of Python. It is a project of Data Analysis with Python or you can say, Data Science with Python. • The commands that we used in this project : • head() - It shows the first N rows in the data (by default, N=5). • shape - It shows the total no. of rows and no. of columns of the dataframe • index - This attribute provides the index of the dataframe • columns - It shows the name of each column • dtypes - It shows the data-type of each column • unique() - In a column, it shows all the unique values. It can be applied on a single column only, not on the whole dataframe. • nunique() - It shows the total no. of unique values in each column. It can be applied on a single column as well as on the whole dataframe. • count - It shows the total no. of non-null values in each column. It can be applied on a single column as well as on the whole dataframe. • value_counts - In a column, it shows all the unique values with their count. It can be applied on a single column only. • info() - Provides basic information about the dataframe. • -------------------------------------------- • Q. 1) Find all the unique 'Wind Speed' values in the data. • Q. 2) Find the number of times when the 'Weather is exactly Clear'. • Q. 3) Find the number of times when the 'Wind Speed was exactly 4 km/h'. • Q. 4) Find out all the Null Values in the data. • Q. 5) Rename the column name 'Weather' of the dataframe to 'Weather Condition'. • Q. 6) What is the mean 'Visibility' ? • Q. 7) What is the Standard Deviation of 'Pressure' in this data? • Q. 8) What is the Variance of 'Relative Humidity' in this data ? • Q. 9) Find all instances when 'Snow' was recorded. • Q. 10) Find all instances when 'Wind Speed is above 24' and 'Visibility is 25'. • Q. 11) What is the Mean value of each column against each 'Weather Condition ? • Q. 12) What is the Minimum Maximum value of each column against each 'Weather Condition ? • Q. 13) Show all the Records where Weather Condition is Fog. • Q. 14) Find all instances when 'Weather is Clear' or 'Visibility is above 40'. • Q. 15) Find all instances when : • A. 'Weather is Clear' and 'Relative Humidity is greater than 50' • or • B. 'Visibility is above 40' • ------------------------------------------------------------- • You must check our other videos : • Project 8 - • Project - 8 | Data Analysis with Pyth... • Project 7 - • Project - 7 | Data Analysis with Pyth... • Project 6 - • Project - 6 | Data Analysis with Pyth... • Project 5 - • Project - 5 | Data Analysis with Pyth... • Project 4 - • Project - 4 | Data Analysis with Pyth... • Project 3 - • Project - 3 | Data Analysis with Pyth... • Project 2 - • Project - 2 | Data Analysis with Pyth... • #python #dataanalytics #datascience #project

#############################

New on site