Bamboo Weekly #63: Ukraine aid
Get better at: Excel, cleaning, string manipulation, grouping, regular expressions, pivot tables, dates and times, plotting, and window functions.
3 min read
cleaning
Techniques for cleaning messy data in Pandas, including handling duplicates, fixing data types, correcting errors, and standardizing values.
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Bamboo Weekly #61: Solar eclipse (solutions)
Get better at: JSON, cleaning data, dates and times, missing values, and plotting
15 min read
Bamboo Weekly #61: Solar eclipse
Get better at: JSON, cleaning data, dates and times, missing values, and plotting
2 min read
Bamboo Weekly #53: Airport animals (solutions)
Get better at: PDF extraction, string operations, cleaning, multi-index, and window functions.
11 min read
Bamboo Weekly #53: Airport animals
Get better at: PDF extraction, string operations, cleaning, multi-index, and window functions.
3 min read
Bamboo Weekly #51: Academy Awards (solutions)
Get better at: CSV, PyArrow, missing values, cleaning, grouping, memory optimization, and plotting
14 min read
Bamboo Weekly #51: Academy Awards
Get better at: CSV, PyArrow, missing values, cleaning, grouping, memory optimization, and plotting
3 min read
Bamboo Weekly #42: Plant hardiness (solutions)
Get better at: CSV files, index operations, string operations, multi-indexes, cleaning, and plotting.
15 min read
Bamboo Weekly #42: Plant hardiness
Get better at: CSV files, index operations, string operations, multi-indexes, cleaning, and plotting.
3 min read
Bamboo Weekly #41: Wine production (solutions)
Get better at: Excel files, regular expressions, filtering, grouping, plotting, pivot tables, cleaning
15 min read
Bamboo Weekly #41: Wine production
Get better at: Excel files, regular expressions, filtering, grouping, plotting, pivot tables, and cleaning
3 min read
Bamboo Weekly #40: Sovereign Bonds (solutions)
Get better at: APIs, scraping, regular expressions, cleaning, outliers, and grouping.
15 min read