Apache Spark Analytics

Sentiment Analysis on Demonetization in India using Apache Spark

Sentiment Analysis on Demonetization in India using Apache Spark

In this article, We have explored the Sentiments of People in India during Demonetization. Even by using small data, I could still gain a lot of valuable insights. I have used Spark SQL and Inbuild graphs provided by Databricks.India is the second-most populous country in the world, with over 1.271 billion people, more than a sixth of the world’s population. Let us find out the views of different people on the demonetization by analyzing the tweets from Twitter. Attribute Information or Dataset Details: Table Created in Databricks Environment Technology Used Apache SparkSpark SQLDataFrame-based APIDatabricks Notebook Free Account creation in Databricks…
Read More
Analytics on India census using Apache Spark Part 1

Analytics on India census using Apache Spark Part 1

In this article, We have explored Census data for India to understand changes in India’s demographics, population growth, religion distribution, gender distribution, and sex ratio, etc. Even by using small data, I could still gain a lot of valuable insights about the country. I have used Spark SQL and Inbuild graphs provided by Databricks. India is the second-most populous country in the world, with over 1.271 billion people, more than a sixth of the world's population. Already containing 17.5% of the world's population, India is projected to be the world's most populous country by 2025, surpassing China, its population reaching…
Read More
Analytics on India census using Apache Spark Part 2

Analytics on India census using Apache Spark Part 2

Code for Spark SQL to get Population Density in terms of Districts Code for Spark SQL to get Scheduled Castes (SCs) Population per State Code for Spark SQL to get What percentage of the states are actually literate in India? Code for Spark SQL to get State which have Literacy rate less than 50% Code for Spark SQL to get Male and Female Literacy rate as per State Code for Spark SQL to get Literacy Rate as per Type of Education for every State Code for Spark SQL to get Male and Female Percentage as per state Code for Spark SQL to…
Read More
Analytics on India census using Apache Spark Part 3

Analytics on India census using Apache Spark Part 3

Code for Spark SQL to get Status Electricity Facility by State Code for Spark SQL to get Education Facility in India as Per State Code for Spark SQL to get Medical Facility in India Code for Spark SQL to get Bus Transportation per State Code for Spark SQL to get Raod Status in India Code for Spark SQL to get Residence Status in India by State
Read More
Bidding Auction Data Analytics in Apache Spark

Bidding Auction Data Analytics in Apache Spark

In this article, We have explored the Bidding Auction Data Analysis The dataset to be used is from eBay like online auctions. Even by using small data, I could still gain a lot of valuable insights. I have used Spark RDD in Databricks.In this activity, we will load data into Apache Spark and inspect the data using the Spark In this section, we use the SparkContext method, textFile, to load the data into a Resilient Distributed Dataset (RDD). Our dataset is a .csv file that consists of online auction data. Each auction has an auction id associated with it and…
Read More