Python Projects - Data Analytics - Project - 4 | Data Analysis with Python | #DataScience | Covid-19 Dataset

📩 Download All 15 Projects Source Codes + Datasets : https://rzp.io/rzp/all15projects Download Dataset - https://drive.google.com/file/d/1hpdsFtzdNZwm6SADwrr25G7HaIbcBs9Z/view?usp=sharing 👉Connect with me on LinkedIn - https://www.linkedin.com/in/rohit-grewal 👉Purchase - Python Data Analysis Self Study Notes & All Projects Source Codes (Rs.499 only) - https://rzp.io/l/dslnotes239 👉Download Project (Python Code & Dataset) - https://rzp.io/l/project4sourcecode --------------------------------- Watch our videos in Hindi on new channel: https://www.youtube.com/@ITCoursesEasy --------------------------------- 👉Enroll in our Udemy courses : 1. Python Data Analytics 13 Projects - https://www.udemy.com/course/bigdata-analysis-python/?referralCode=F75B5F25D61BD4E5F161 2. Python For Data Science - https://www.udemy.com/course/python-for-data-science-real-time-exercises/?referralCode=9C91F0B8A3F0EB67FE67 3. Numpy For Data Science - https://www.udemy.com/course/python-numpy-exercises/?referralCode=FF9EDB87794FED46CBDF ------------------------------------ 👉Join Facebook Group - https://www.facebook.com/groups/datasciencelovers 👉Join WhatsApp Group - https://chat.whatsapp.com/JKBkj7Lc9Ba6ZpzVSP5N4O 👉Join LinkedIn Group - https://www.linkedin.com/groups/9247278 👉Follow on Instagram - https://www.instagram.com/data_science_lovers Contact Mail Id : [email protected] ---------------------------------------- Download Free Core Python Notes - https://datasciencelovers.graphy.com/products/Core-Python-Notes-64d116f7c7a9985f7b99a5bf?dgps_s=dsh&dgps_u=c&dgps_uid=64cb5694e4b000cf748a30c2&dgps_t=cp_m --------------------------------------- Download - Python Pandas Notes ( Rs.50 ) - http://bit.ly/3KxMpgA ---------------------------------------------------------- Watch demo of Self Study Material - https://youtu.be/LoFpsODdkuo ---------------------------------------------------------- In this video, a mini dataset related to the Covid-19 pandemic is taken and analysed in a very Easy To Understand (ETU) language. Here, 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. The commands that we used in this project : * import pandas as pd - To import Pandas library * pd.read_csv - To import the CSV file in Jupyter notebook * df.count() - It counts the no. of non-null values of each column. * df.isnull().sum() - It detects the missing values from the dataframe. * import seaborn as sns - To import the Seaborn library. * import matplotlib.pyplot as plt - To import the Matplotlib library. * sns.heatmap(df.isnull()) - It will show the all columns & missing values in them in heat map form. * plt.show() - To show the plot. * df.groupby(‘Col_name’) - To form groups of all unique values of the column. * df.sort_values(by= ['Col_name'] ) - Sort the entire dataframe by the values of the given column. * df[df.Col_1 = = ‘Element1’] - Filtering – We are accessing all records with Element1 only of Col_1. ....................................................................... Q. 1) Show the number of Confirmed, Deaths and Recovered cases in each Region. Q. 2) Remove all the records where the Confirmed Cases is Less Than 10. Q. 3) In which Region, maximum number of Confirmed cases were recorded ? Q. 4) In which Region, minimum number of Deaths cases were recorded ? Q. 5) How many Confirmed, Deaths & Recovered cases were reported from India till 29 April 2020 ? Q. 6-A ) Sort the entire data wrt No. of Confirmed cases in ascending order. Q. 6-B ) Sort the entire data wrt No. of Recovered cases in descending order. ------------------------------------------------------ You must check our other Data Analytics Projects : Project 14 - Salary Data Analysis - https://youtu.be/TLIotspGcng Project 13 - HR Data Analytics - https://youtu.be/fykrwQD3HR4 Project 12 - AI Market Financial Data Analysis - https://youtu.be/WmJYHz_qn5s Project 11 - Airlines' Flights Data Analysis - https://youtu.be/gu3Ot78j_Gc Project 10 - Spotify-YouTube Data Analysis - https://youtu.be/xqtbBosGMl0 Project 9 - https://youtu.be/dQwnyCEZ-UU Project 8 - https://youtu.be/b7Kd0fLwgO4 Project 7 - https://youtu.be/AO5uhxa1R84 Project 6 - https://youtu.be/e1zKFSrKeLs Project 5 - https://youtu.be/q-Omt6LgRLc Project 4 - https://youtu.be/89eYAAPyRfo Project 3 - https://youtu.be/GyUbo45mVSE Project 2 - https://www.youtube.com/watch?v=fhiUl7f5DnI Project 1 - https://youtu.be/4hYOkHijtNw #python #dataanalytics #datascience #project