Data Preparation and Conversion for USD/COP Analysis

Nov 25, 2024, 10:55 PM

Datos histoĢricos USD_COP 15112024.csv

Missing file

data analysis

The dataset has been successfully loaded. Here's a preview of the first few rows:
  • Fecha: Date of the record
  • ƚltimo: Last recorded value of USD/COP
  • Apertura: Opening value of USD/COP
  • MĆ”ximo: Maximum value of USD/COP
  • MĆ­nimo: Minimum value of USD/COP
  • Vol.: Volume (not provided in this dataset)
  • % var.: Percentage variation
The data seems to be in a format where numerical values are represented with commas as decimal separators. We will need to clean and convert these values to a numeric format for analysis. Let's proceed with that.
The numerical columns have been successfully converted to a float format, allowing for further analysis. Here's a summary of the data:
  • ƚltimo: Last recorded value of USD/COP
  • Apertura: Opening value of USD/COP
  • MĆ”ximo: Maximum value of USD/COP
  • MĆ­nimo: Minimum value of USD/COP
  • % var.: Percentage variation
Now that the data is ready, we can perform various analyses such as calculating averages, visualizing trends, or any other specific analysis you have in mind.
What would you like to do next? You could ask for a trend analysis, summary statistics, or any specific insights you are interested

Can you visualize the percentage variation over time?

Can you identify any significant peaks or drops in the data?

To identify significant peaks or drops in the percentage variation of USD/COP, we can look for local maxima and minima in the data. These points can indicate significant changes in the exchange rate.
Let's calculate these points and highlight them on the graph.
The graph above highlights significant peaks and drops in the percentage variation of USD/COP over time:
  • Red markers indicate peaks, where the percentage variation reached a local maximum.
  • Blue markers indicate drops, where the percentage variation reached a local minimum.
These points can help identify significant changes in the exchange rate, which might be of interest for further analysis.
Would you like to explore any specific peaks or drops further, or perform another type of analysis?

Can you analyze the overall trend of the data?

The graph above shows the percentage variation of USD/COP over time with a trend line added:
  • The green line represents the overall trend in the percentage variation.
From the trend line, we can observe:
  • The overall trend appears to be relatively stable with slight fluctuations over the observed period.
  • There are periods of both increase and decrease, but no significant long-term upward or downward trend is evident.
This analysis suggests that while there are short-term fluctuations, the overall trend in percentage variation is relatively stable.
Would you like to explore any other aspects of the data or perform a different analysis?
Get started with Vizly