Learn the data publishing workflow from end-to-end for your Socrata site. Create drafts, publish datasets, edit and update data, and manage the use of your dataset.

After this course you will be able to:

• Prepare a dataset for uploading
• Create a draft dataset
• Perform basic transformation and validation of your data with the Socrata manual import experience
• Publish data
• Edit and update your dataset
• Manage and use your newly published dataset

This dataset contains a famous example in which Anscombe showed that very different bivariate scatter plots can produce the same summary statistics and bivariate regression line. To visualize one of these datasets at a time, filter for the "dataset" column (I, II, III, IV).
x y
N 11 11
mean 9 7.5
SD 3.16 1.94
r 0.82

Population Poverty 138% FPL and 200% FPL with Census Tracts, FIPS and City Names CY 2016

People surveyed indicated their comfort with biking in the city in general, and while using different kinds of biking infrastructure specifically.