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Texas child care data visualized with Mapbox in Tableau

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Texas Child Care Facilities

Texas Child Care Facilities data mapped to make it easier for families to determine, which licensed facility works best for their needs.

Purpose

When my son was born, I had to choose a child care facility very quickly after losing in-home care when he was 15 months old. I tackled the problem like a data analyst!

I found the list of licensed child care facilities in Texas, all 13,0000+ facilities. For me, I needed a facility that would take infants and was relatively close to my home and work. I also did not want a large facility, so I used the capacity as a filter.

Data Source: Texas DFPS

Cleaning the data

See the geoplot python file

I did basic cleaning and converting of the data types using Python and the Pandas library. What was challenging was obtaining the lat-longs for 13,000+ addresses. Working with Tableau Public, it does not convert street addresses, and you are limited to only doing an analysis by city. I ended up using Geocodio to convert the addresses to lat-longs.

Tableau Chart

I imported the data into Tableau and created a Story board to explore the data set.
Texas Child Care Facilities

Future updates to markdown

  1. Add images
  2. hyperlink the links
  3. explore how to web scrape the data from the .gov website, which will make the process more automated.
  4. Consider changing Y/N to Yes/No using python, so it looks nicer in a Tableau display.

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Texas child care data visualized with Mapbox in Tableau

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