How to Make a Bar Chart in Python

How to Make a Bar Chart in Python


barchart python


If you're looking to plot data, you can make a nice looking bar chart using the matplotlib library. This library comes with a number of functions that can create different types of graphs and plots, including vertical and horizontal bar charts. In addition, it supports plotting data with matplotlib's pyplot. The bar function in matplotlib pyplot creates a bar chart based on the data you provide.

A bar chart represents values as vertical bars. The position of each bar indicates the value it represents. There are several types of bar charts available, including stacked bar plots that display groups together. The bar chart function in matplotlib makes plotting data easy, and you can also use it to create stacked bar plots.

The matplotlib tutorial is broken down into several sections that will answer your questions. You can also click the links to jump to a specific part of the tutorial if you have a specific question. This way, you can get a better understanding of the tool.

Changing the color of the bars is very simple and can be done using the color parameter. You can either use a named color or a hex color. The former is easier, but the latter allows for more control over the colors. You can also change the bar width and height to match the data you're plotting.

Pandas plot

The Pandas plot in barchart Python program can be used to create graphs of data. The graphs can include many variables and display data in several ways. Pandas has many utilities for creating graphs, including bar charting. One useful feature is the ability to plot one column versus multiple columns. You can even plot data by category.

The Pandas plot function can create bar plots automatically from DataFrames. It can also handle multiple sets of bars and colors. It also allows you to specify general parameters that can affect the appearance of your plot. For example, if you want to plot the height of a certain bar, you could set it to the highest or lowest value, or use multiple bars in different colors.

Grouped bar chart

A grouped bar chart is a type of bar chart, which compares two dimensions of categorical data. A standard bar chart compares values for one dimension, but when you want to compare values across two dimensions, you need a grouped bar chart. Here's how to make a grouped bar chart in Python.

First, you need to choose a primary variable. This variable will be used to define the axis locations for the different clusters of bars. A secondary variable is used to determine the number of bars in each cluster. You can also use a numeric variable to identify the height of the bars.

A grouped bar chart is an excellent data visualization tool. It shows how data points change over time, which is useful for comparing two categories of data. It can also be used to compare two categorical variables. For example, a grouped bar chart might compare the price of cars and the price of a new home.

Another option for creating a group of bar charts is to use Pandas. Pandas has a special "series" variable that allows you to group different sets of data. In addition, the "group" attribute allows you to create interactive grouped and stacked bar charts. Besides, you can also create interactive grouped bar charts by using subcategory axes.

Horizontal bar chart

A horizontal bar chart is a common type of data visualization. A horizontal bar chart is a series of bars arranged in rows. These bars have height and width attributes and are positioned at x and y respectively. A bar may have a scalar value for x that applies to all the bars, or a sequence of N values for the width, height, and bottom. The parameters for creating a horizontal bar chart are many. Some of them may take a single value for the entire chart, while others may be used for a single bar.

A horizontal bar chart can be created in Python using the plt.barh() function. The command creates a list of y and x with numeric data on the x axis, and discrete values on the y axis. You can also add a title to the bar chart by calling the title() function.

A horizontal bar chart is a common type of data visualization and can be created using Python. For example, if you are studying a student's happiness index, you can plot that data on a horizontal bar graph with the help of the bar() function. This function can be downloaded from the official Python site.

A horizontal bar chart makes a plot more readable and is ideal for narrow mobile phone screens. A vertical bar chart, on the other hand, is more appropriate for time series or ordinal variables. For example, you could plot the biomass of Earth by geological time, or the number of UFO sightings by month. In the latter case, flipping the words horizontally will make the graph more readable.

The standard Python library for data visualization is matplotlib. Its Pyplot module provides functions for creating and editing graphs. This library can draw a horizontal bar chart using two axes. The bars on the plot will have proportional lengths.

Adding labels to the end of each bar

Adding labels to the end of each bar is an easy way to display information on a bar chart in Python. To do this, simply run a Python program that creates a stack bar plot with labels at the end of each section. Then, use the kind="bar" argument to plot values in the bar chart. For an example, let's say you want to see the number of mince pies eaten by different family members. To do this, first create a series in Pandas and then plot values with the kind="bar" argument.

A circular barplot displays bars in a circle, as opposed to vertical or horizontal lines. To create a circular barplot, you'll need to import libraries and generate data. In addition, you'll need a helper function to determine the positioning and rotation of the labels.

You can also set a label at the end of each bar by using the label variable. The label value can be any string value. The label is only visible if the Axis Name is turned on. You can also toggle the appearance of the x-axis value labels by using the toggle label. Using the value labels on a bar chart is an easy way to make it more appealing.

Adding labels to the end of each bar is easy in Python. You can use the barh function to display multiple series of bars, or to display a single series of bars centering on a single x-value. The function also allows you to specify optional pairs of arguments in the form of Name=Value. The name-value pair must come after any other arguments. If you want to display the labels on a vertical axis, you can use the yticklabels function.

Powerful Options For Commodity Trading With Barchart

barchart corn

Barchart is a leading commodity trading platform, providing powerful data to help you analyze commodity markets. It provides localized basis forecasts and API access. In addition, it has a wide variety of options for commodity trading that will benefit your business. In this article, we'll explore some of these options.

Index family

The CMDTY Grain Index Family is a series of continuously calculated indexes for physical grain, available both historically and as a twelve-month forward curve. Each index contains thousands of values and is calculated at the county and state level. Consequently, it is possible to use a single index to compare corn prices throughout the United States.

Historical corn prices are available, dating back to 1959. The information is displayed in U.S. dollars per bushel. Currently, the price of corn is $6.7675 per bushel, and historical prices are also available. This information can help investors and traders make informed decisions.

Market year average

If you're looking for the market year average for barchart corn, you've come to the right place. This chart has historical prices going back to 1959. The chart displays historical prices per bushel in U.S. dollars. It's also easy to set up alerts based on technicals or delayed data, whichever you prefer.

Commitment of Traders open interest

Traders' open interest in a commodity is an important indicator. Traders' open interest is represented by the number of positions in that commodity. This measure is not absolute and shows the number of positions that are net long or short. It can also be used to gauge the health of a market. The Commitment of Traders report can be found on the Chicago Mercantile Exchange website.

Traders' open interest in a commodity can be determined by looking at the Commitment of Traders report, which is published by the US Commodity Futures Trading Commission (CFTC). This data is sent by reporting firms on Wednesday afternoon, and the CFTC corrects any mistakes before the data is released. After the CFTC releases the report, the data is automatically updated on the Barchart website.

The Commitment of Traders report is a monthly report that details the open interest of futures traders. This information can be used as a trading tool. The reports are published by the CFTC and are based on the open interest from the prior Tuesday trading session.

The Commitment of Traders report includes both commercial and noncommercial traders. The former group uses futures contracts to hedge their positions while noncommercial traders use them for speculation. As a result, open interest can be an effective indicator of price reversals.

Historical futures prices

Historical futures prices for barchart corn are a fantastic way to gain insight into commodity prices over time. These charts are part of a massive archive that covers decades of commodity trading in North America. They include thousands of single contract historical price charts from years past. If you are a trader, you can see historical prices for individual contracts as well as the entire market over time.

The Chicago Board of Trade (CBOT) is the world's leading futures exchange, founded in 1848. It trades over fifty different products electronically and through open auctions. The world's biggest corn exporters are the United States, Argentina, Brazil, France, and Ukraine. Combined, these five countries account for 75% of global sales.


The Barchart corn forecast is a popular option for farmers looking to make informed decisions. These forecasts use the average of several different indicators to calculate future prices. The short-term indicators include a price indicator (short-term indicator) and medium-term indicator (medium-term indicator). The long-term indicators include the average of three different indicators: the Support, Resistance, and Pivot Point. Those who subscribe to the API or cmdtyView Pro have daily updates.

AAFC and USDA have released their respective estimates for corn, soybean, and wheat for the remainder of 2017. The most recent Barchart forecast is about 1.8 bushels per acre below the latest USDA forecast. However, the Barchart forecast is still higher than the average USDA forecast. For example, the end-of-season yield forecast for soybeans is 933 million bushels, while the USDA forecast is 930 million bushels.


Barchart's cash grain pricing and local basis forecasts give users unprecedented access to the commodity markets. In addition to providing the best cash grain pricing, it also provides API access and cmdtyView Pro, which allows for data analysis. These features help users make informed decisions based on the information they receive.

How to Use Barchart Excel on a Mac

barchart excel

Barchart for Excel is an add-in for Microsoft Excel that uses RTD technology to provide real-time data. While it is not natively available for Macs, you can run the add-in on a Windows virtual machine using tools like Virtualbox or Parallels. There are also many other virtuals that allow you to run Windows on a Mac. If you would like to use the add-in on your Mac, you can sign up for a free My Barchart account. Some features are only available with the Barchart Premier subscription, though.

Stacked bar chart

Stacked bar charts are used to compare segments of various categories. They can be represented as vertical or horizontal bars. These charts can be used in many different ways. To create a Stacked Bar Chart, first select the data you want to analyze. Next, click the "Design" tab in the ribbon. You can customize the chart's appearance by changing the color and font.

You can also create a Stacked Column Chart, which is very useful when you want to compare different product sales. This chart requires some extra effort to create, but it can look great when you have the right data. Moreover, this type of chart uses a wide range of data, so you can compare the sales of various products.

One of the best aspects of a Stacked Bar Chart is that it is easy to interpret. It allows you to compare the data of different segments and see the impact of changes in one segment on the overall value of the entire category. Besides, this type of chart can be used to show rankings over multiple time periods.

The data used for creating a Stacked Bar Chart is typically formatted as a table that has three or more columns. The first column contains the values of the primary categorical variable, and the remaining columns are for the secondary categorical variables. The values in the main cells represent the lengths of the sub-bars on the plot. The primary bars will have a total length equal to the sum of the values across the rows.


Deriscope barchart excel lets you use live feeds to track price changes across multiple providers. By using the dsLiveStartEngine formula, you can request data from multiple sources and create a continuous loop of 10 seconds. In the screenshot below, cell A1 receives bid/ask FX quotes on major currency pairs. Cell A13 receives price quotes on certain US stocks. Cell K1 receives last traded prices for a variety of securities.

Deriscope is ideal for portfolio management and derivatives pricing. It includes live feeds from several providers and can be customized to suit your needs. To learn more, check out a video demonstration featuring a 10-second loop of three providers. You can also view historical data using the Deriscope tool.

Minor grid lines

There are many ways to add minor gridlines to a barchart in Excel. These options include adding them manually or using a VBA code. You can also change them or remove them as necessary. To learn more, check out the practice section provided in the workbook. There are a few steps to get you started.

First, determine the number of major and minor gridlines. They can either be the same color or different colors. The default color of the gridlines is black. You can also change them to another color or a different style. You can also adjust the spacing of the lines. Minor gridlines are usually smaller than major gridlines.

You can add major and minor gridlines to barcharts using Excel. These lines will coincide with the axis values and major tick marks on the chart. You can also use these lines to make the chart easier to read. Using Excel, you can plot minor and major gridlines by right-clicking the axis labels.

Then, click the Add Chart Element button in the Chart Layouts group on the Design tab. Click the gridline you want to add. This will open a dialog where you can customize the types of gridlines.

Data labels

Data labels are a great way to show your chart's data. You can format your data labels to display information in a more meaningful way. Data labels can be added and removed by using the formatting options in Excel. To format your data labels, right-click the chart and select Format Labels.

Data labels are also useful for charts that show close ranges. To add labels to your bar chart, right-click the first bar of the chart and select "Add Data Labels". You will then be given the option to create a label for each bar. When creating clustered charts, you'll need to add one label for each color.

Data labels are available in two styles, bar and column. You can also change the background color and pattern. In addition to that, you can change the size and color of the lines. You can also change the data table if necessary. If you have more data in a column than on a bar, you can use the second chart type.

Colored data labels in Excel are an excellent way to customize your bar chart to show different data. You can change the color of your data labels by clicking the "Color" button. Make sure to select the correct color before you click the "Apply" button.

Error bars

If you want to add error bars to a barchart, you can do so easily in Excel. First, click on the chart element that you want to add error bars to, then click on the "+" icon. Next, select "More Options". Now, click on the "Series" tab and select the error bar type. Then, click "OK". The "Format Error Bars" section will appear on the right side of your spreadsheet. From here, click the "Specify Value" option to change the style and amount of the bars.

You can also change the error value to either positive or negative. To change the value of the positive error bar, click the cell range that represents the positive or negative error value. Repeat the process for the negative error bar. Once you have finished editing the range, click OK. A graph with individual error bars will be displayed.

Error bars are used to show variation in a bar chart. They are generally drawn parallel to the axis of the quantitative scale. They can be set as a fixed value, a percentage, or both. The standard deviation will also be displayed. You can also set the error bar's direction.

Error bars are a useful way to highlight variations in data. They help visualize a parameter's range and provide context. These bars can be added to any bar chart using Excel.

Barchart Options

barchart options

Transpose option

The Transpose option in barchart lets you change the way that the graph's axes are displayed. This feature can be useful when you'd like to show data on the high or low side of the chart. The transpose option also applies to boxplots and probability plots.

Size Columns to Fit option

The Size Columns to Fit option in a barchart lets you define how wide the columns are. This can be either relative to the cell width or an absolute value. It will then adjust the width of the axis to fit the width of the column. This setting is optional and can be overridden in the object syntax. You can also hide artifacts between bars by inflating rects. The default value is auto. You can also change the color and width of the border of the bars.

Barchart remembers the last settings for each tool. So if you previously used the red dotted trend-line, it will default to this setting next time you open the chart. You can also add studies, fundamentals, and expressions as overlays or indicators. The Settings tab lets you change these settings for each tool.

Value Labels checkbox

The Value Labels checkbox in the barchart options dialog box allows you to choose the position of your labels. They can be set to appear above or below the data point. You can also choose to have them inside or outside of the column or bar. The default placement is inside. For multi-line labels, you can choose to center them. You can also specify the data set for the labels.

When you enable the Cell Visualization option, a Value Labels checkbox will appear in the bar chart options dialog. This checkbox toggles the appearance of value labels for each data point in the column. Value Labels will appear on the right side of the bar visualization if the column contains only positive or negative values. Otherwise, they will appear on the left side of the bar chart.

Value Labels can be formatted to show the value in a specific font. If the text is formatted in the Text Tool group, you can specify the font and size of the text. If you choose the Auto Color of Labels checkbox, you can set the label text color to follow the color of the symbols. This option is only available on the Miscellaneous tab and page level. In either case, the color of the label will be the strongest contrast to the background color.

Value Labels can be formatted using the %() and $() substitutions. Using the Xt and Yt columns, you can also specify the major tick label format to be displayed as labels. The corresponding column index, Short Name, or Long Name, can also be used as labels. Specifiers are also used to format numeric and date/time formats.

By selecting the Default font in the barchart options dialog box, you can specify which type of fonts should be used to display the values. The default font will be the font selected from the Default drop-down list. Alternatively, you can specify the font in the fontName drop-down list.

Changing the default value labels in the bar chart property editor is a good option if you need to change the appearance of the bar chart. Select the option that best fits the desired style and format. You can also choose the metric for percentages and values. This way, you can show the percentages and values in your chart.

Advanced options screener

The Barchart stock screener allows you to set filters and view results. You can also save screeners to review later and download results. The screener also integrates with the Barchart charting system. You can flip through charts of the stocks that are listed on the screener.

Advanced options screeners can be very helpful when trying to pick the best options strategy. You can view various parameters like Max Ann %Rtn and Max Profit to determine whether or not a particular strategy is profitable. It also allows you to filter the results by various fields, such as expiration month and stock price.

If you are a Barchart Premier member, you can access the Stock Screener's advanced filters. This feature will automatically pull in all equities symbols in your Watchlist and Portfolio. In addition, you can choose to filter on your "Lists" filter to narrow down your screen by only the stocks in your Watchlist. If you do not have Premier membership, you can manually add a list of equities symbols to the Stocks Screener.

Barchart Review - How to Use the Barchart Stock Screener

barchart stock

Barchart is a website where you can find information on stocks, ETFs, options, futures, forex, and cryptocurrencies. The website is organized into categories to make it easier for you to find the information you need. There is a lot of information on each type of market, and each category has its own unique features.

Price bars

You can analyze a stock's price by viewing price bars. Each bar shows its high and low prices. The top of the bar shows the highest price paid for the stock, while the bottom shows its lowest price. The color of the bars is determined by whether the stock was higher or lower during a certain time period. Price bars are usually colored red or green. They give you a lot of information about a stock.

Bar charts contain a lot more information than line charts do. In contrast, line charts only display the closing price of a stock. A bar chart displays high and low prices as well as the opening and closing price. This helps you differentiate between normal price changes and true trend shifts. You can also view the length of each bar. A shorter bar means less volatility in the stock.

Color coding also helps you understand trends better. Most charting software allows you to color-code your bars to make it easier to determine trends. Traders and technical analysts often use bar charts to track price action and aid their trading decisions. They can help traders analyze trends, spot trend reversals, and monitor volatility.

Price bars on a barchart are easy to read. They show how prices have fluctuated over time. Price bars are commonly abbreviated as OHLC or HLC. The high indicates the highest price traded, while the low is the lowest price. In other words, price bars tell you how much the stock has fluctuated since you last looked at it.


A bar chart provides information on stock prices over a period of time. The top of the vertical bar represents an upward movement, while the bottom shows a downward movement. The top and bottom of the bar also represent the range. Usually, traders use the high and low to make a trade.

The advanced opinion pages display the signal strength and direction as well. This information is independent of the ratings given to the signals. In addition, members of the site can sign up to receive an End-of-Day email report each day, which is sent at 5:30 PM CT. The page is initially sorted by Today's Opinion, but you can change the sort order by clicking on the column headers.

The direction of a signal is based on its strength compared to other signals from the same time period. The stronger the signal, the stronger the trend is. The opposite is true for weaker signals. A signal with a strong buy or sell signal is a good candidate for a trade.


When determining the price range for a stock, you can either use the default setting or you can customize it to meet your specific requirements. Range-bar charts are a great way to easily spot trends in a stock. They show price activity in a daily range of two or three bars and are a natural fit with the time-based charting approach. These charts also feature trendlines, which are a great way to distinguish if a stock is forming a trend based on the current price.

A range is the distance between the high and low price bars. If the price range is too small, you may not be able to see all of the bars. You can also choose to exclude some of the bars if the range is too narrow. Using a range bar chart can help you reduce the clutter of data in the market and better see how the market is unfolding.

Range bar charts are popular with investors because they help you gauge stock price volatility. The horizontal bars on a range chart are colored red or green depending on the price movement. Using this type of chart can help you identify trending periods, resistance levels, and other important information. As long as you know how to use it properly, it's an excellent tool to help you make informed decisions.

Significance of trend

If you are trading stocks using a bar chart, you will likely notice that a trend is evident. Trends are formed by higher highs and lower lows. Usually, a stock will start off an uptrend with a higher high and lower low. However, sometimes a trend isn't so clear. There can be a number of different types of trends, such as inside days, outside days, and even borderline days.

To determine if a stock is on a trend, you should first determine how far it has come in a given time frame. You can look at the price range as well as the open and closing price of a specific stock. An uptrend is typically represented by more green bars than a downtrend.

Once you identify a trend, you should look for signs of strengthening it or weakening it. You should also watch for reversals. If a trend is weakening, wait until there are clear signals that the trend is reversing before taking action.

The trend will show you if the price moves up or down. In an uptrend, the price bars must move higher, whereas a downtrend will show only lower bars. If a trend reversal is occurring, the price will be lower, and the bar will move back up.

Screener modes

Barchart offers several screener modes so that users can customize the results and set their preferences. Screener modes allow users to filter stocks based on various data points. They can also save screeners and download results. Screener modes can be customized to suit different trading styles and investment goals.

Stocks can be filtered using the Technical, Fundamental, Performance, and Custom screener modes. The Technical Screener mode lets you sort stocks according to key technical indicators, including the 20-day relative strength, 20-day historical volatility, and 52-week highs and lows. Performance Screener mode allows users to view real-time performance data.

The best screener mode for day trading depends on the criteria of the user. For example, most day traders prefer stocks with low bid-ask spreads and high trading volume, which allows for quick orders and low slippage. Another key filter is price per share. Most day traders prefer stocks in the $5-$20 range.

Option Trade Screener is similar to FDScanner. The user enters a symbol into the screener and receives seven options trading ideas. The screener also gives the user an idea of their risk level and potential return rates, along with buy/sell legs. The user can then decide if they want to take the risk or not.

Free options screener

A free options screener is a valuable tool that makes it easier to identify promising options trades. This tool allows you to see the probability of different outcomes when you are trading a stock. You can filter the data by the expiration month, the underlying stock, and more. It even has options filters, so you can narrow down the selection even further.

Many free stock screeners are designed for new investors and are less sophisticated than their paid counterparts. However, they do include essential filters. One downside is that free options screeners do not include real-time data, which is essential for day traders. You can use a free version of a screener from Barchart, which filters stocks, ETFs, commodities, mutual funds, and options.

You can customize your screener to include the stock symbols you want to follow. The screener also comes with customizable filters and data export capabilities. With over ten indicators, you'll be able to analyze stocks based on their fundamentals or technicals. You can also choose to monitor a list of stocks that meet specific criteria, and save it to run again later.

After you've built a custom screener, you can view the results in a "Filter" view or in any of your saved Custom Views. In addition, flipcharts will enable you to page through the charts of the various symbols that you've selected. You can also download up to 1000 screener results and all their data fields.

Commodity Futures Indexes on Barchart

barchart commodities

Barchart is a leading provider of pricing data, analytical tools, and workflow solutions for the global commodity marketplace. The company offers a variety of desktop and web-based applications to simplify and streamline the process of trading commodities. With these solutions, you can stay informed about commodity prices, news, and more.

Overview of barchart commodities

If you are an active trader of commodities, Barchart is a great resource to have at your fingertips. It provides market data and analysis in a variety of formats that will allow you to spend more time on your business and less time sifting through data. As one of the leading providers of pricing data, analytical tools, and workflow solutions, Barchart can streamline your processes and save you a lot of time.

One of the most useful tools is the Futures Trading Guide. It provides a comprehensive guide to trading commodity futures. This guide analyses historical trade data and looks for breakouts. The guide also helps you to find a commodity futures contract with a high probability of breaking out. The guide also provides an insider's view of the Total Profit and includes a detailed breakdown of each trade.

Futures indexes

Futures indexes on barchart are one way to monitor the price of commodities in real time. The prices of these contracts are updated continuously throughout the trading day. Daily commodity/futures charts are updated at the end of every market day, while weekly and monthly charts are updated every few days.

When you select a commodity, the first page will show you all open contracts for that commodity. This page will show you the volume of that commodity as well as its price. The next page will list all the commodity groupings. You can change the View to view the most recent session of each futures contract. The different Views will sort contracts differently.

You can also view Futures Highs / Lows on this page. You can see the highs and lows from the previous five days, one week, three months, and six months. The year-to-date percentage change is also displayed. The page also displays the front-month price of all major commodities.

Futures trading is a viable option for investors who want greater diversification and an overall higher rate of return. However, you should consider the risk of loss before investing your money. Futures trading involves leverage, which causes wider profit and loss fluctuations. In addition, you may have to cover a deficiency if you incur losses.

Barchart Trader allows futures traders to load pre-configured quote boards and rearrange the columns to suit their needs. It also offers optional integrated electronic trading to over forty different futures brokers. The software also allows traders to view news from the market. They can also place orders directly on the chart or through the chart.

Price assessment agencies that create fair values for commodities

The goal of price assessment agencies is to create a fair price for commodities by using credible information. Census works by identifying and normalising six key pieces of information that affect commodity prices. These include delivery location, specification, and indications of alternative volumes. These are then used to create a fair price for a commodity.

A price assessment agency's job is to assess the prevailing market price of commodities, such as crude oil and refined products. The most important of these assessments is the spot market for crude oil, which is the best indicator of overall market conditions and is used as a benchmark for many crude and product transactions. Each price assessment agency uses a different methodology for gathering transaction data and adjusting for differences.

Streaming content available on barchart commodities

Barchart Stream is a low-latency market data delivery system that simplifies workflows and reduces costs for businesses. It can be delivered via dedicated lines, the internet, or both. It offers Level 1 and Level 2 depth data, with feed handlers that provide reliable and detailed data. The service is also available in raw and delayed formats, allowing clients to choose whichever is most appropriate for their needs.

Barchart's market data platform includes real-time prices for global commodity exchanges. The data is structured and elementated for easy comparison against futures positions. The company's powerful database also includes news, editorial content, and need-to-know content from the USDA.

Barchart offers two types of subscriptions: free and paid. Pro subscriptions offer unlimited access to all content. The free version offers only a small subset of content. Barchart also has a subscription option for advanced users that allows access to all of its commodities data.

Barchart also offers a powerful API to enable users to easily integrate the company's market data into their own platforms. The cmdtyStatsSM API allows users to pull global fundamental data and physical commodity prices. It also provides access to U.S. Census data and other key economic releases. It also includes information on the value of commodities, such as construction spending and new home sales.

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