# Python Programming

1. ## [Several Ways Of Importing Text Data Into Python COLAB For Textual Analysis](https://medium.com/dev-genius/several-ways-of-importing-text-data-into-python-colab-for-textual-analysis-ec031af5d75e?source=user_profile_page---------360-------------220dfcf8ee5d----------------------)
    
2. ## [Essential Pandas DataFrame Methods For Exploring Raw Data](https://medium.com/dev-genius/essential-pandas-dataframe-methods-for-exploring-raw-data-7ee059dc4a32?source=user_profile_page---------359-------------220dfcf8ee5d----------------------)
    
3. ## [Getting Started With NLTK Twitter Corpus](https://medium.com/dev-genius/getting-started-with-nltk-twitter-corpus-b9bb5b757fbd?source=user_profile_page---------358-------------220dfcf8ee5d----------------------)
    
4. ## [Vectorizing N-Gram Words In Twitter Dataset](https://medium.com/dev-genius/vectorizing-ngram-words-in-twitter-dataset-531740d25d02?source=user_profile_page---------346-------------220dfcf8ee5d----------------------)
    
5. ## [Using GENSIM To Vectorize Words In Twitter Dataset and GENerate SIMilarities of words](https://medium.com/dev-genius/using-gensim-to-vectorize-words-in-twitter-dataset-76de9a3c1826?source=user_profile_page---------345-------------220dfcf8ee5d----------------------)
    
6. ## [Using spaCy To Vectorize Words In Twitter Dataset and build an end-to-end production application](https://medium.com/dev-genius/using-spacy-to-vectorize-words-in-twitter-dataset-and-build-an-end-to-end-production-application-6d4f427fcedd?source=user_profile_page---------344-------------220dfcf8ee5d----------------------)
    
7. ## [TFIDF Calculation From Scratch — Applying On Real-World Data Set](https://medium.com/dev-genius/tfidf-calculation-from-scratch-applying-on-real-world-data-set-8e918ff876f0?source=user_profile_page---------329-------------220dfcf8ee5d----------------------)
    
8. ## [Commonly used Python codes for processing DataFrame and List objects](https://medium.com/dev-genius/commonly-used-python-codes-for-processing-dataframe-and-list-objects-containing-natural-language-71128eb7038d?source=user_profile_page---------311-------------220dfcf8ee5d----------------------)
    
9. ## [Working with pyLDAvis Topic Modeling Exploration Tool](https://medium.com/dev-genius/working-with-pyldavis-topic-modeling-exploration-tool-b03682d57079?source=user_profile_page---------313-------------220dfcf8ee5d----------------------)
    
10. ## [Working with SKLEARN Latent Dirichlet Allocation (LDA) Topic Modeling](https://medium.com/dev-genius/working-with-sklearn-latent-dirichlet-allocation-lda-topic-modeling-on-airline-sentiment-twitter-56dfacfd58bf?source=user_profile_page---------312-------------220dfcf8ee5d----------------------)