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Project - Boston Potholes

v0.0

  • Report is ready.
    • Updated 03_Data_Story_Telling.html
    • Updated 03_Data_Story_Telling.ipynb
    • Generated Milestone Report.pdf

v0.1

  • EDA Report is ready.

v0.2

  • Data story telling revision 1 is ready. Here is the log of changes:

    • Tick labels added to first plot (Section 2.1, plot title: Number of claims (bi-monthly))
    • One plot added after the first one, the conclusion has been reworded (Section 2.1, plot title:Number of claim per month [2011 to 2017])
    • First part of Section 2.2 modified to investigate the time offset that creates the maximum correlation
      • Plot Averange monthly number of freezing and snow days
      • Offset study
      • Correlation matrix
      • Heatmap plot
    • Section 2.2, the conclusion below each plot has been reworded to include more details about the reading of the plot.
    • Section 2.2, "Residual - Effect of the daily averange temperature (offset=1 month)" added
    • Section 2.3, "Median number of days to repair a pothole (bi-monthly)" x labels corrected.
    • Section 2.3, "Repair time for February 2014 and 2015..." modified to reflect comparison between two years. Conclusion added below plot.
    • Section 2.4, "Repair time - Correlation study" and conclusion added.
    • Section 3, correlation value added.
    • Section 5, heatmap and correlation added.
    • Section 5, plot conclusions improved.
    • Section 6, 2D histogram added + conlusion.

v0.3

  • Data story telling revision 0 is ready.

v0.4

  • Data wranglin revision 0 ready.
  • For data wrangling report, please refer to Data Wrangling Report.pdf.

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