我正在嘗試組織一個(gè)電子表格來跟蹤項(xiàng)目流。目標(biāo)是對具有相同操作、價(jià)格和日期的項(xiàng)目的金額列求和。例如:Item action amount price datesocks buy 10 $20 5/1socks buy 5 $20 5/1socks sell 5 $20 5/1shoes sell 7 $25 5/2shoes sell 2 $25 5/2shoes sell 8 $30 5/2--會(huì)變成--socks buy 15 $20 5/1socks sell 5 $20 5/1shoes sell 9 $25 5/2shoes sell 8 $30 5/2這可能使用熊貓嗎?
1 回答
慕村9548890
TA貢獻(xiàn)1884條經(jīng)驗(yàn) 獲得超4個(gè)贊
用于DataFrame.groupby對數(shù)據(jù)幀進(jìn)行分組,'Item', 'action', 'price', 'date'然后使用 agg 函數(shù)sum計(jì)算amount每組列的總和,然后用于DataFrame.reset_index重置分組數(shù)據(jù)幀的索引:
df = df.groupby(['Item', 'action', 'price', 'date']).sum().reset_index().reindex(columns=df.columns)
結(jié)果:
# print(df)
Item action amount price date
0 shoes sell 9 $25 5/2
1 shoes sell 8 $30 5/2
2 socks buy 15 $20 5/1
3 socks sell 5 $20 5/1
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