Question
I need to organize the data listed below. I've included the first few lines of the csv file and my current code. I'm having an
I need to organize the data listed below. I've included the first few lines of the csv file and my current code. I'm having an issue with the single quotes surrounding each list item and how to remove them. Any ideas on how to do it "cleaner" are appreciated as well. Thanks in advance!!
File Information:
frame_no,timestamp,size_px-darkorange,position_px_x-darkorange,position_px_y-darkorange,rx-darkorange,ry-darkorange,vx-darkorange,vy-darkorange,ax-darkorange,ay-darkorange,size_px-hotpink,position_px_x-hotpink,position_px_y-hotpink,rx-hotpink,ry-hotpink,vx-hotpink,vy-hotpink,ax-hotpink,ay-hotpink,size_px-lightorange,position_px_x-lightorange,position_px_y-lightorange,rx-lightorange,ry-lightorange,vx-lightorange,vy-lightorange,ax-lightorange,ay-lightorange,size_px-yellowneon,position_px_x-yellowneon,position_px_y-yellowneon,rx-yellowneon,ry-yellowneon,vx-yellowneon,vy-yellowneon,ax-yellowneon,ay-yellowneon,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2408,81711.7,,,,,,,,,,7,456,2,,,,,,,9,402,194,,,,,,,10,215,144,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2409,81744.1,,,,,,,,,,8,457,9,,,,,,,9,393,200,,,,,,,9,208,138,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2410,81776.5,,,,,,,,,,8,458,19,,,,,,,9,383,206,,,,,,,9,202,133,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2411,81811.5,,,,,,,,,,8,459,30,,,,,,,9,372,210,,,,,,,10,197,128,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2412,81875.6,,,,,,,,,,8,458,51,,,,,,,9,352,219,,,,,,,9,186,116,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2413,81911.7,,,,,,,,,,8,457,62,,,,,,,9,340,224,,,,,,,9,182,110,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2414,81947.3,,,,,,,,,,8,456,74,,,,,,,9,330,228,,,,,,,9,179,105,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2415,81976.6,,,,,,,,,,8,454,86,,,,,,,9,319,231,,,,,,,9,175,100,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2416,82013.8,,,,,,,,,,8,451,98,,,,,,,9,310,234,,,,,,,9,173,94,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2417,82044.4,,,,,,,,,,8,449,110,,,,,,,9,299,238,,,,,,,9,170,89,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2418,82076.2,,,,,,,,,,8,445,122,,,,,,,9,288,240,,,,,,,9,168,85,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2419,82111.9,,,,,,,,,,8,441,134,,,,,,,9,277,242,,,,,,,9,167,80,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2420,82144.1,,,,,,,,,,8,437,146,,,,,,,9,267,244,,,,,,,9,167,76,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2421,82176.2,,,,,,,,,,8,432,159,,,,,,,7,259,242,,,,,,,9,166,72,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2422,82219.9,,,,,,,,,,8,427,171,,,,,,,9,247,247,,,,,,,9,167,69,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2423,82244.2,,,,,,,,,,8,421,184,,,,,,,9,238,248,,,,,,,9,168,65,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2424,82284.9,,,,,,,,,,8,415,195,,,,,,,9,227,249,,,,,,,9,169,62,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2425,82312.1,,,,,,,,,,8,409,208,,,,,,,9,218,250,,,,,,,9,170,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2426,82344,,,,,,,,,,8,402,219,,,,,,,9,209,250,,,,,,,10,172,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2427,82376.1,,,,,,,,,,8,395,231,,,,,,,9,200,250,,,,,,,9,174,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2428,82412,,,,,,,,,,8,387,243,,,,,,,9,192,250,,,,,,,9,177,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2429,82444,,,,,,,,,,8,378,254,,,,,,,9,183,250,,,,,,,9,180,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2430,82476.3,,,,,,,,,,8,371,265,,,,,,,9,175,250,,,,,,,10,183,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2431,82512.1,,,,,,,,,,8,362,276,,,,,,,9,167,249,,,,,,,9,187,54,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2432,82544,,,,,,,,,,8,352,286,,,,,,,9,160,248,,,,,,,9,190,55,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2433,82575.9,,,,,,,,,,8,343,297,,,,,,,9,153,247,,,,,,,10,195,56,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2434,82611.9,,,,,,,,,,8,333,306,,,,,,,9,146,246,,,,,,,9,199,58,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2435,82644.2,,,,,,,,,,8,324,316,,,,,,,9,140,245,,,,,,,9,204,60,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 2436,82677.4,,,,,,,,,,8,313,326,,,,,,,9,135,244,,,,,,,9,208,63,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
Current Code:
frame_num = [] #empty lists for each item being orgazined time = [] px_hp = [] hp_x = [] hp_y = [] px_lo = [] lo_x = [] lo_y = [] px_yell = [] yell_x = [] yell_y = [] length_hp = [] length_yell = []
with open('Example_5.csv') as file: #looping through data and organizing it into appropriate lists #skip header line and second line file.readline() file.readlines(3) for line in file.readlines(): #creating loop to loop over all data line = line.strip().strip("'").split(',') #splitting data at "," frame_num.append(line[0]) time.append(line[1]) px_hp.append(line[11]) hp_x.append(line[12]) hp_y.append(line[13]) px_lo.append(line[20]) lo_x.append(line[21]) lo_y.append(line[22]) px_yell.append(line[29]) yell_x.append(line[30]) yell_y.append(line[31]) frame_num.pop(0) #removing first element from each list time.pop(0) px_hp.pop(0) hp_x.pop(0) hp_y.pop(0) px_lo.pop(0) lo_x.pop(0) lo_y.pop(0) px_yell.pop(0) yell_x.pop(0) yell_y.pop(0)
Current output of one of the lists. Need to remove the single quotes from each item:
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