Annual Consumer Price Index Percent Change 1974-2016

JohnSnowLabs

Files Size Format Created Updated License Source
2 55kB csv zip 2 weeks ago johnsnowlabs Data.gov
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Data Files

File Description Size Last changed Download Other formats
annual-consumer-price-index-percent-change-1974-2016-csv [csv] 5kB annual-consumer-price-index-percent-change-1974-2016-csv [csv] annual-consumer-price-index-percent-change-1974-2016-csv [json] (33kB)
datapackage_zip [zip] Compressed versions of dataset. Includes normalized CSV and JSON data with original data and datapackage.json. 10kB datapackage_zip [zip]

annual-consumer-price-index-percent-change-1974-2016-csv  

This is a preview version. There might be more data in the original version.

Field information

Field Name Order Type (Format) Description
Item 1 string The specific food item to which the consumer price index is calculated
Annual_Percent_Change_1974 2 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1975 3 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1976 4 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1977 5 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1978 6 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1979 7 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1980 8 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1981 9 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1982 10 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1983 11 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1984 12 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1985 13 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1986 14 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1987 15 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1988 16 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1989 17 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1990 18 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1991 19 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1992 20 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1993 21 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1994 22 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1995 23 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1996 24 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1997 25 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1998 26 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_1999 27 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2000 28 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2001 29 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2002 30 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2003 31 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2004 32 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2005 33 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2006 34 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2007 35 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2008 36 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2009 37 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2010 38 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2011 39 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2012 40 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2013 41 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2014 42 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2015 43 number The annual percentage price changes in the retail prices of food items for the year.
Annual_Percent_Change_2016 44 number The annual percentage price changes in the retail prices of food items for the year.

datapackage_zip  

This is a preview version. There might be more data in the original version.

Read me

Import into your tool

If you are using R here's how to get the data you want quickly loaded:

install.packages("jsonlite")
library("jsonlite")

json_file <- "http://datahub.io/JohnSnowLabs/annual-consumer-price-index-percent-change-1974-2016/datapackage.json"
json_data <- fromJSON(paste(readLines(json_file), collapse=""))

# access csv file by the index starting from 1
path_to_file = json_data$resources[[1]]$path
data <- read.csv(url(path_to_file))
print(data)

In order to work with Data Packages in Pandas you need to install the Frictionless Data data package library and the pandas extension:

pip install datapackage
pip install jsontableschema-pandas

To get the data run following code:

import datapackage

data_url = "http://datahub.io/JohnSnowLabs/annual-consumer-price-index-percent-change-1974-2016/datapackage.json"

# to load Data Package into storage
storage = datapackage.push_datapackage(data_url, 'pandas')

# data frames available (corresponding to data files in original dataset)
storage.buckets

# you can access datasets inside storage, e.g. the first one:
storage[storage.buckets[0]]

For Python, first install the `datapackage` library (all the datasets on DataHub are Data Packages):

pip install datapackage

To get Data Package into your Python environment, run following code:

from datapackage import Package

package = Package('http://datahub.io/JohnSnowLabs/annual-consumer-price-index-percent-change-1974-2016/datapackage.json')

# get list of resources:
resources = package.descriptor['resources']
resourceList = [resources[x]['name'] for x in range(0, len(resources))]
print(resourceList)

data = package.resources[0].read()
print(data)

If you are using JavaScript, please, follow instructions below:

Install data.js module using npm:

  $ npm install data.js

Once the package is installed, use the following code snippet:

const {Dataset} = require('data.js')

const path = 'http://datahub.io/JohnSnowLabs/annual-consumer-price-index-percent-change-1974-2016/datapackage.json'

// We're using self-invoking function here as we want to use async-await syntax:
(async () => {
  const dataset = await Dataset.load(path)

  // Get the first data file in this dataset
  const file = dataset.resources[0]
  // Get a raw stream
  const stream = await file.stream()
  // entire file as a buffer (be careful with large files!)
  const buffer = await file.buffer
})()

Install the datapackage library created specially for Ruby language using gem:

gem install datapackage

Now get the dataset and read the data:

require 'datapackage'

path = 'http://datahub.io/JohnSnowLabs/annual-consumer-price-index-percent-change-1974-2016/datapackage.json'

package = DataPackage::Package.new(path)
# So package variable contains metadata. You can see it:
puts package

# Read data itself:
resource = package.resources[0]
data = resource.read
puts data
Datapackage.json