francomanca93 / Data-Visualization

Data visualization: Exploring data through visual representations. First step to be a data scientist

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Data-Visualization

Data visualization: Exploring data through visual representations. First step to be a data scientist. Read more how to start in Data Science.

data-visualization folder

In this folder I learned to generate data sets and create visualization of that data.

There are three folders more that I will explain it.

  1. The folder plot_a_line_graph:

    • I created simple plots with Matplotlib.
    • Contain two python scripts.
  2. The folder random_walks:

    • I used a scatter plot to explore random walks.
    • Contain two python files.
      • random_walk.py is a class that I used to generate data for a random walks.
      • randomWalk_visual.py is a script that I used Matplotlib to create a visually appealing representation of data genereted in random walk.
  3. The folder rolling_dice_with_Plotly:

    • I created a histogram with Plotly and used it to explore the results of rolling dice of different sizes.
    • Contain two python files.
      • die. py is a class that it represent a simple die.
      • die_visual.py is a script to create a visually histogram.

downloading-data folder

In this folder I learned to work with different data sets extensions, csv and json There are two folders with python scripts to work with csv and json files.

  1. The folder working_with_csv_files: I worked with data sets of different cities temperatures of the world and I plotted it. It contain some python scripts and one folder with data sets.

  2. The folder working_with_json_files: I worked with data sets of earthquakes of the word and their Ritcher degree. It contain some python scripts and one folder with data sets.

working-with-APIs folder

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Data visualization: Exploring data through visual representations. First step to be a data scientist


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