x轴故障排除Matplotlib(作业)

问题描述 投票:1回答:1

如前所述,我有数据科学课的基础课作业。我正在过滤出信息错误的塔,并按幅度和时序绘制好塔的数据。

问题在于我的图表中线。假设要遍历我的平均分数。不幸的是,我似乎无法在X轴上对齐。我的输出如下所示:Output Graph

我已经尝试过在堆栈溢出时找到的解决方案,但是我能想到的最好的方法是使用[mplot.plot(np.unique(columnOneF),np.poly1d(np.polyfit(columnOneF,columnTwoF,1))(np.unique(columnOneF)))]表示整个图形的平均线

import csv
import matplotlib.pyplot as mplot
import numpy as np

File = open("WhiteSwordfish_ch1.csv")
csv_file = csv.reader(File)

columnOneF = []
columnTwoF = []
columnThreeF = []
MeanAmp = []
Freq = []
TempFreq = []
last = 0

for row in csv_file:  # Loop graps all the rows out of the CSV File stores them by column in List
    if float(row[2]) == 21.312057:  # If statement check if the frequency if from the good tower if
        Freq.append(row)  # so it then grabs THE WHOLE ROW and stores in a a List

for row in Freq:  # Program loops through only the good tower's data and sorts it into
    columnOneF.append(float(row[0]))  # Seperate list by type
    columnTwoF.append(float(row[1]))
    columnThreeF.append(float(row[2]))




# Mean Line Calculation
for i in Freq:
    current = float(i[0])
    if current == last:
        TempFreq.append(float(i[1]))
    else:
        last = current
        MeanAmp.append(np.mean(TempFreq))
        # MeanAmp.insert(int(current), np.mean(TempFreq))
        TempFreq = []
print(MeanAmp)
print(columnOneF)

# Graph One (Filter Data)
# ****************************************************************************
mplot.title("Filtered Data")
mplot.xlabel("Timing")
mplot.ylabel("Amplitude")
mplot.axis([-100, 800, -1.5, 1.5])
mplot.scatter(columnOneF, columnTwoF, color="red")  # Clean Data POINTS
mplot.plot(MeanAmp, color="blue", linestyle="-")  # Line
# mplot.plot(np.unique(columnOneF),np.poly1d(np.polyfit(columnOneF,columnTwoF,1))(np.unique(columnOneF)))
mplot.show()  # Displays both graphs

如前所述,我有数据科学课的基础课作业。我正在过滤出具有错误信息的塔,并通过幅度和...

python-3.x csv matplotlib data-science graphing
1个回答
1
投票

您仅将MeanAmp传递给了plot()函数,该函数解释为

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