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How to get the first column of a pandas DataFrame as a Series?
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This works great when you want to load a series from a csv file
x = pd.read_csv('x.csv', index_col=False, names=['x'],header=None).iloc[:,0]
print(type(x))
print(x.head(10))
<class 'pandas.core.series.Series'>
0 110.96
1 119.40
2 135.89
3 152.32
4 192.91
5...
Converting string to numeric [duplicate]
... "NoData". What do expect/want as.numeric to do with these values?
In read.csv, try using the argument stringsAsFactors=FALSE
Are you sure it's sep="/t and not sep="\t"
Use the command head(pitchman) to check the first fews rows of your data
Also, it's very tricky to guess what your problem is when ...
How to save a list as numpy array in python?
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Here is a more complete example:
import csv
import numpy as np
with open('filename','rb') as csvfile:
cdl = list( csv.reader(csvfile,delimiter='\t'))
print "Number of records = " + str(len(cdl))
#then later
npcdl = np.array(cdl)
Hope this helps!!
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Select Pandas rows based on list index
...a the skiprows parameter.
Example
pred = lambda x: x not in [1, 3]
pd.read_csv("data.csv", skiprows=pred, index_col=0, names=...)
This will now return a DataFrame from a file that skips all rows except 1 and 3.
Details
From the docs:
skiprows : list-like or integer or callable, default None
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I...
Most underused data visualization [closed]
... <- Sys.Date()
quote <- paste("http://ichart.finance.yahoo.com/table.csv?s=",
stock, "&a=", substr(start.date,6,7),
"&b=", substr(start.date, 9, 10),
"&c=", substr(start.date, 1,4),
"&d=", substr(end.date,6,7),
...
php implode (101) with quotes
..._map():
function add_quotes($str) {
return sprintf("'%s'", $str);
}
$csv = implode(',', array_map('add_quotes', $array));
DEMO
Also note that there is fputcsv if you want to write to a file.
share
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Converting from IEnumerable to List [duplicate]
...example:
IEnumerable<string> stringEnumerable = null;
StringBuilder csv = new StringBuilder();
stringEnumerable.ToNonNullList().ForEach(str=> csv.Append(str).Append(","));
Here is the extension method:
public static List<T> ToNonNullList<T>(this IEnumerable<T> obj)
{
...
test a file upload using rspec - rails
...e = Rack::Test::UploadedFile.new(Rails.root.join('spec/fixtures/files/test.csv'), 'text/csv')
– Mike Blyth
Sep 3 '12 at 10:04
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What is the difference between map and flatMap and a good use case for each?
... where is the number of elements of input and output are the same.
number.csv
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3
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4
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5
map.py adds all numbers in add.csv.
from operator import *
def f(row):
try:
return float(row)
except Exception:
return 0
rdd = sc.textFile('a.csv').map(f)
print(rdd.count()) # 7
print...
Best/Most Comprehensive API for Stocks/Financial Data [closed]
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Yahoo's api provides a CSV dump:
Example: http://finance.yahoo.com/d/quotes.csv?s=msft&f=price
I'm not sure if it is documented or not, but this code sample should showcase all of the features (namely the stat types [parameter f in the query ...