Abstract
The volume of data generated by different organisations has increased consistently in the past few years. Hence, it is necessary to analyse this voluminous data to produce profitable results. This paper presents a way of analysing merchant datasets using the confusion matrix concept to attain the maximum precision, recall and accuracy for the given merchants. Moreover, various python libraries have led to a better automation tool algorithm for analysis.
Introduction
Data Analytics[1] is the science of examining the data contained in datasets and drawing out meaningful patterns and correlations with the help of various technologies and softwares. Big data analysis provides an organisation with efficient operations and higher profits. Figure 1 shows the advantages of big data analysis performed by an organisation.
…show more content…
It is in the recent years that maximum amount of data is generated and the term “Big Data” has been coined for it. There are a lot of challenges like capturing data, curation, storage, searching, sharing, analysis and presentation, which are linked to big data but the organisations are finding different methods and tools to deal with these
Hadoop [8] is an open source implementation of MapReduce programming model which runs in a distributed environment. Hadoop consists of two core components namely Hadoop Distributed File System (HDFS) and the MapReduce programming with the job management framework. HDFS and MapReduce both follow the master-slave architecture. A Hadoop program (client) submits a job to the MapReduce framework through the jobtracker which is running on the master node. The jobtracker assigns the tasks to the tasktrackers running on many slave nodes or on a cluster of machines.
The only compliance we have is to the Will of God, mission and commission that Christ has put us under. We have been commissioned to go tell it”-Pastor Jimmy J. Wilson 1. What should our church be known for in this community? 2. What services do your church offer?
BTEC SALES PLANNING AND OPERATIONS Unit-20 By: Aishath Shivany (A000934) Submitted Date: 29 April 2017 Assignment Zacoom Holdings presents 1 | P a g e By: Aishath Shivany (A000934) BTEC Sales Planning and Operations Unit 20 29 April 2017 Table of Content Page Executive Summary .............................................................................................................................. 2 P3.5. The Use of Database in Effective Sales Management ............................................................... 3 1.
Tom Watson was a statesmen from Georgia who became a leading racist, anti Catholic,and anti Semite. He used his journalism to express his radical views, which sometimes led to violence. He also had a weekly paper, that was circulated repetitively. He was part of the US senate from 1920 until he died in 1922. Although, he changed his support of blacks to support white supremacy, he was always an isolationist.
Notes for Barbs meeting: 1. Barb needs to stay in her apartment. There is no reason to think otherwise. 2.
Technology is advancing very rapidly, but is it hurting or harming us? In the article, “ Is Google Making Us Stupid”, by Nicholas Carr, he examines how the internet has altered people’s mental abilities. Malcolm Gladwell writes an article called, “ Small Change”, in which he draws attention to how the internet has changed the engagement of social activism. Carr’s argument that the internet alters a person's mental abilities, changes their thought process, and destroys their concentration complicates Gladwell’s point that the internet loses the meaning of social activism, changes how activist are defined, and it takes over activism on a social level, because the arguments presented are similar but the outcomes of the internet vary between the
"The Future of Big Data." Pew Research Center: Internet, Science & Tech. N.p., 19 July 2012. Web. 7 Mar. 2017.
After separating from Britain the founding fathers formed the Articles of Confederation. The Articles of Confederation and its ideas ended up being a disaster in the founders picture of a functioning government. With no right to tax citizens the national and state governments they could not raise money. This caused serious civil unrest an led to the drafting of the constitution in 1781. The constitution brought about many important changes, with the most influential on politics being checks and balances.
ADMS 2511. Management Information System Section Q Raqib Ibrahim Prof. M.Zia ul Haq 215251754 Case Assignment 1 Question A i) Data items: Example of Data in Lululemon case is sales over $1 billion. Data item is a set of description which gives information but does not convey a meaning. ii) Information: As stated above the sales resulted in over $1 billion but actually the 10 percent of those sales were from the Internet store.
Amazon is purely an online sales portal. Based on premium web rating organizations Amazon has a position ranging from 4 to 10 on a global ranking of premium websites. The presence of Amazon in the virtual world of internet is unquestionable. Big Data is a technology area which is highly talked about during the last several years. During the last 18 months, companies in the retail sector, manufacturing, construction, and technology areas have realized the extreme potential of Big Data and are trying to gain maximum advantage from it.
In this era of globalization, the supermarket industry is one of the common investment sectors. It is also forming retail common categories of food products such as fresh and meats, poultry and seafood, fresh fruits and vegetables, canned and frozen foods as well as various dairy products. Investment in this industry can be profitable if succeed but bear in mind that risk still exists if monitoring process is not carried out. Therefore, Professor Michael E. Porter from Harvard Business School has introduced a tool for purposes of analysis potential industry which is the most profitable and potential. Porter stated that five forces are deciding an industry either beneficial at future or it will become a case study and commerce practice (Porter, M.E., 2008).
Abstract Big data is everywhere. Big data revolution is creating paths to collect and analyze information of varying sizes, types and volume. It’s not only used in sectors like marketing, sales and product development. The potential use of big data is also spread to HR and Finance which help in finding new insights and strategic decision making.
The firm procures raw materials and components across the world and continually examines its production requirement against its manufacturing capacities to pursue cost reduction. Capabilities Thanks to the cloud, Revlon has been able to resolve the difficulties of big-data management efficiently by classifying all the unstructured data in the company (Swan,
Tasting Success Article Page 95 Discussion Questions Question 1 Which decisions in this story could be considered unstructured problems? And structured problems? Structured problem Can be defined as a straightforward, familiar and easily defined issue, and it is easily solved by the eight step-by-step process Identify a Problem, Identify Decision Criteria, Allocate Weights to the Criteria, Develop Alternatives, Analyze Alternatives, Select an Alternative, Implement the Alternative and Evaluating Decision Effectiveness. The issue as described in the article is the orange juice production and it is considered as a structured problem, and the way it is produced, its mechanism is responsible for the production as it is based on Coca-Cola’s mixture
Big Data There are many different definitions for Big Data. SAS (n.d.) an analytical software company describes it as, “a popular term used to describe the exponential growth and availability of data, both structured and unstructured.” Many think Big Data just came into existence but it has been around for years. Banks, retail, advertisers have been using big data for marketing purposes.