Remove time-series-with-r
article thumbnail

Chart Snapshot: Fan Charts

The Data Visualisation Catalogue

A Fan Chart is a visualisation tool used in time series analysis to display forecasts and associated uncertainties. Fan Charts are therefore useful for illustrating and forecasting the range of possible future changes in the data over time, helping to represent the increasing uncertainty of predictions.

article thumbnail

Fitting Bayesian structural time series with the bsts R package

The Unofficial Google Data Science Blog

SCOTT Time series data are everywhere, but time series modeling is a fairly specialized area within statistics and data science. This post describes the bsts software package, which makes it easy to fit some fairly sophisticated time series models with just a few lines of R code. by STEVEN L.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

The unreasonable importance of data preparation

O'Reilly on Data

In this new world, data has become a first-class citizen, where computation becomes increasingly probabilistic and programs no longer do the same thing each time they run. By Wansink’s own admission in the blog post, that’s not what happened in his lab.” Why is high-quality and accessible data foundational?

article thumbnail

The Top 20 Data Visualization Books That Should Be On Your Bookshelf

datapine

Now that you’re sold on the power of data analytics in addition to data-driven BI, it’s time to take your journey a step further by exploring how to effectively communicate vital metrics and insights in a concise, inspiring, and accessible format through the power of visualization. Data visualization: What You Need To Know.

article thumbnail

NVIDIA RAPIDS in Cloudera Machine Learning

Cloudera

In the previous blog post in this series, we walked through the steps for leveraging Deep Learning in your Cloudera Machine Learning (CML) projects. pip install -r requirements.txt. The raw data is in a series of CSV files. Introduction. What is RAPIDS. See < [link] > for more details. Get the Dataset.

article thumbnail

Apache Kafka Deployments and Systems Reliability – Part 1

Cloudera

In this blog series, we will discuss each of these deployments and the deployment choices made along with how they impact reliability. R s = R 1 * R 2 … R n. R s = R 1 * R 2 … R n. R S is the Reliability of the total system. Serial Systems Reliability. 2 components.

article thumbnail

Chart Snapshot: Cycle Plots

The Data Visualisation Catalogue

A Cycle Plot is used to visualise and analyse seasonal patterns within time series data. They allow for the extraction and display of data for each season separately to help compare small units of time (such as weeks or months) across a larger time frame. The X-axis is used for the larger time scale.