R for Data Science
R for Data Science

Author: Hadley Wickham

Publisher: "O'Reilly Media, Inc."

Published: 2016-12-12

Total Pages: 521

ISBN-13: 1491910364

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Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

TERI Energy Data Directory and Yearbook - 2007
TERI Energy Data Directory and Yearbook - 2007

Author: TERI

Publisher: The Energy and Resources Institute (TERI)

Published: 2007-01-01

Total Pages: 574

ISBN-13: 8179931625

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An annual publication brought out by TERI since 1986, TEDDY provides an overview of the implications of government policies for the Indian economy. The contents of TEDDY are categorized under: (1) energy supply (oil and gas, coal and lignite, power, renewable energy), (2) energy demand (industry, transport, agriculture, and omestic), (3) forests and environment, and (4) global environmental issues (with complimentary CD).

The Energy and Resources Institute Energy and Environment Data Directory and Yearbook, 2013/14
The Energy and Resources Institute Energy and Environment Data Directory and Yearbook, 2013/14

Author:

Publisher: The Energy and Resources Institute (TERI)

Published: 2014-06-01

Total Pages: 326

ISBN-13: 8179935442

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TERI Energy & Environment Data Directory and Yearbook, or TEDDY, is an annual publication brought out by TERI since 1986. TEDDY is often used as a reference in other peer-reviewed books and journals for energy and environment-related data. It gives an annual overview of the developments in the energy supplying and consuming sectors as well as the environment sector. It also provides a review of the government policies that have implications for these sectors of the Indian economy.

Dear Data
Dear Data

Author: Giorgia Lupi

Publisher: Chronicle Books

Published: 2016-09-13

Total Pages: 304

ISBN-13: 1616895462

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Equal parts mail art, data visualization, and affectionate correspondence, Dear Data celebrates "the infinitesimal, incomplete, imperfect, yet exquisitely human details of life," in the words of Maria Popova (Brain Pickings), who introduces this charming and graphically powerful book. For one year, Giorgia Lupi, an Italian living in New York, and Stefanie Posavec, an American in London, mapped the particulars of their daily lives as a series of hand-drawn postcards they exchanged via mail weekly—small portraits as full of emotion as they are data, both mundane and magical. Dear Data reproduces in pinpoint detail the full year's set of cards, front and back, providing a remarkable portrait of two artists connected by their attention to the details of their lives—including complaints, distractions, phone addictions, physical contact, and desires. These details illuminate the lives of two remarkable young women and also inspire us to map our own lives, including specific suggestions on what data to draw and how. A captivating and unique book for designers, artists, correspondents, friends, and lovers everywhere.

S+SpatialStats
S+SpatialStats

Author: Stephen P. Kaluzny

Publisher: Springer Science & Business Media

Published: 2013-06-29

Total Pages: 344

ISBN-13: 1461578264

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The first comprehensive, object-oriented package for the analysis of spatial data. Providing a whole new set of analysis tools, S+SPATIALSTATS was created specifically for the exploration and modelling of spatially correlated data, and, as such, can be used to analyse data in such areas as environmental, mining, and petroleum engineering, natural resources, geography, epidemiology, demography, and others where data is sampled spatially.

Modern Survey Analysis
Modern Survey Analysis

Author: Walter R. Paczkowski

Publisher: Springer Nature

Published: 2022-09-11

Total Pages: 365

ISBN-13: 303076267X

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This book develops survey data analysis tools in Python, to create and analyze cross-tab tables and data visuals, weight data, perform hypothesis tests, and handle special survey questions such as Check-all-that-Apply. In addition, the basics of Bayesian data analysis and its Python implementation are presented. Since surveys are widely used as the primary method to collect data, and ultimately information, on attitudes, interests, and opinions of customers and constituents, these tools are vital for private or public sector policy decisions. As a compact volume, this book uses case studies to illustrate methods of analysis essential for those who work with survey data in either sector. It focuses on two overarching objectives: Demonstrate how to extract actionable, insightful, and useful information from survey data; and Introduce Python and Pandas for analyzing survey data.

Geologic and Mine Modelling Using Techbase and Lynx
Geologic and Mine Modelling Using Techbase and Lynx

Author: Martin Smith

Publisher: CRC Press

Published: 2020-08-18

Total Pages: 603

ISBN-13: 100015064X

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This text provides a process oriented discussion of the theory, methodology and philosophy of geologic and mine modelling using two commercial software packages: Techbase, a leader for mineral exploration and modelling bedded deposits; and Lynx, for modelling geology.

TERI Energy Data Directory & Yearbook (TEDDY) 2010
TERI Energy Data Directory & Yearbook (TEDDY) 2010

Author: Teri

Publisher: The Energy and Resources Institute (TERI)

Published: 2011-01-01

Total Pages: 456

ISBN-13: 8179933938

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TERI Energy Data Directory Yearbook, or TEDDY, is an annual publication brought out by TERI since 1986. TEDDY is often used as a reference in other peer-reviewed books and journals for energy and environment-related data. It gives an annual overview of the developments in the energy supplying and consuming sectors as well as the environment sector. It also provides a review of the government policies that have implications for these sectors of the Indian economy. The book provides extensive data collated from the various government ministries, on the energy supply sectors including coal and lignite, oil and gas, power, and renewable energy sources and technologies; energy demand sectors, namely, agriculture, industry, transport and domestic sectors; along with information related to environment and climate change. Graphs and maps have been used extensively to explain facts, that makes the book an interesting read. Besides, detailed tables have been provided at the end of each chapter, making TEDDY a comprehensive data book. Each edition of TEDDY contains India’s commercial energy balances for the past four years that provide comprehensive information on energy flows within different sectors of the economy and how they have been changing over time. These energy balances and conversion factors are a valuable ready reckoner for anybody working on energy and related sectors. This is the 25th anniversary edition of the book and a number of refinements have been made in the content and presentation to reflect the changing needs of the readers. At the same time, care has been taken to ensure that continuity of information is preserved so that researchers can study the trends over time in the energy sector.