Intermediate Python - QLab PUCP

Applied Statistics labs

You can reach the repository where the codes and the used data here. All the presented codes and described are developed in Python 3.

• Webscapping codes
  • Obtaining electoral results from Peru

Here we used Webscraping techniques to obtain electoral results from Peru. We first obtained them for one election and then, through a loop, we obtained all the data from every recorded Presidential election in Peru sicne the Twentieth century.

- **[Measuring distances by using geodata](https://github.com/DiegoDelgadoD/Intermediate-Python-/blob/main/code/Webscrapping_bank_locations_and_google_API.ipynb)**

Here we used the Google Maps API to measure the distance between each member’s home to every Bank office in Lima.

• Data visualization: Using maps
  • Plotting Dengue cases in Peru

In this code we plotted the Dengue cases across Peru at district level by using geopandas.

- **[Plotting Universities in Peru](https://github.com/DiegoDelgadoD/Intermediate-Python-/blob/main/code/Mapping_Universities_Peru.ipynb)**

In this code we used Interactive Maps to map every Higher Education Institutes in Peru. We Elaborated interactive popup maps and heatmaps.