What is Time Series Data ?
Time series data (Time-stamped data), is a sequence of data points indexed in time order. Time-stamped is data collected at different points in time.
These data points typically consist of successive measurements made from the same source over a time interval and are used to track change over time.
This story will be divided into 4 parts :
- Connecting with Twitter API and extracting the data.
- Preprocessing the Data, and Using TextBlob for sentiment analysis.
- Create an API using Streamlit and Flask.
- Deploy the project on Heroku.
- Our Goal will be to Create an API where the user will Enter a Topic, which we will search on Twitter and Extract tweets related to that Topic.
- We will then do sentiment Analysis on the extracted tweets and classify them into Positive, Negative, Neutral.
- Further, we will provide visualizations so the Data can be further analyzed by the user.
- Here…
Image Source :https://www.exasol.com
1. Introduction
The data was originally acquired from the Premier League website and is representative of seasons 1993–94 to 2017/18. and contains various statistical data such as final and half time result, Goals scored by Home and Away teams.
Source : https://www.kaggle.com/zaeemnalla/premier-league
I would like to explain the various data analysis operation which have been performed on this data set and how to conclude which factors contribute to the Result of a football game.We will be taking Data of only 1 season here (2003–2004 Season).
Before going into any details, let us first take a look at which variables…
Abhishek Darekar
AI and Machine Learning Enthusiast.
