🐍 How To De-duplicate Keywords, Pandas & NLP Stemming 🐍 скачать в хорошем качестве

🐍 How To De-duplicate Keywords, Pandas & NLP Stemming 🐍

🔥 Github Link: https://github.com/jamesaphoenix/Pyth... Article Link: https://understandingdata.com/python-... In episode 1 of Python For SEO, we will learn how to de-duplicate keywords using several techniques. Additionally we'll be reviewing Python Pandas, NLP stemming and lemmatisation. Timestamps: 0:55 - Downloading the Github course. 3:10 - De-duplicating keyword lists with Set Operations. 7:30 - Comparing two python lists with Set Operations. 13:14 - De-duplicating keyword lists with Fuzzy Wuzzy. 20:22 - How to open a .csv file in Pandas. 22:28 - Working with Python Pandas. 24:28 - Indexing specific rows and columns in Pandas. 28:26 - Sorting Pandas dataframes by column values. 31:02 - How to drop np.nan values in your Pandas dataframe. 32:23 - How to aggregate data with the .groupby() method in Pandas. 37:58 - Removing exact duplicates in Pandas with .drop_duplicates(). 40:53 - How to filter your Pandas dataframe (dataframe subsetting). 46:26 - How to group lists of strings from your pandas dataframe into smaller groups using Fuzzy Wuzzy. 50:06 - Improving de-duplication with the .lower() method. 51:11 - Improving de-duplication with NLP Stemming + Lemmatisation techniques. 1:00:13 - How to reset the index of your Pandas dataframe with .reset_index() 1:01:11 - How to save your Pandas dataframe to a .csv file. ▶️ You Can Find Me On: Website - https://understandingdata.com Personal LinkedIn -   / jamesphoenix   TIkTok -   / understandingdata   Twitter -   / jamesaphoenix12   Company LinkedIn -   / justunderstandingdata   Instagram -   / understandingdata   Support The Course: ✅ One-Time Contribution Through PayPal: https://paypal.me/understandingdata ✅ Cryptocurrency Donations: Bitcoin Wallet - 3NYaV472BAcnZAJ5EwqxmKYDcRC7vrCLVG Ethereum Wallet - 0x42B780edD83831285578446Cd282E67a2a7bF644