Portfolio
A rudimentary data portfolio of my personal projects.
Accessing Twitter data with Python
Twitter Rate Limits
Retrieving tweets from own and user timeline
Live-streaming tweets
Searching tweets with Emojis
[GitHub]
Accessing Twitter Data with Python
Building dataframes with Pandas
Building datetime arrays
Data types, Nulls and Descriptive analysis
Python Regex for Data Cleaning (HTML, URLs and @mentions)
Graphical Representations of findings
Sentiment analysis
[GitHub] | [Visualisations]
Processing of data
Analysis of data
Visualisations with Python matplotlib and seaborn
Exploratory analysis
Generating Training and Testing Data sets
Data processing with Scikit-Learn - Transformation Pipeline
Performance Measure
Regression
Random Forest
Fine Tune your Model
Introduction
Data Preparation
Data Cleaning
Exploratory Data Analysis
Monthly and Yearly Weather Data Analysis
Correlation Analysis of Metric
Autocorrelation, Seasonality and Stationarity
Time-Series Calendar Heat-map