2024 Python 1 index

This page is licensed under the Python Software Foundation License Version 2. Examples, recipes, and other code in the documentation are additionally licensed …. Uhesw

lst= [15,18,20,1,19,65] print (lst [2]) It prints 20, but I want my array to be 1-indexed and print 18 instead. 98,67,86,3,4,21. When I print the second number it should print 67 and not 86 based on indexing. First number is 98 Second number is 67 Third number is 86 and so on. Example 3: Working of index () With Start and End Parameters. # alphabets list alphabets = ['a', 'e', 'i', 'o', 'g', 'l', 'i', 'u'] # index of 'i' in alphabets. index = alphabets.index ('e') # 1. …fruit_list = ['raspberry', 'apple', 'strawberry'] berry_idx = [i for i, item in enumerate (fruit_list) if item.endswith ('berry')] This answer should have been selected as the answer. I still find it odd that this is the easiest way to do this fairly common operation in python. In Python, we can easily set any existing column or columns of a Pandas DataFrame object as its index in the following ways. 1. Set column as the index (without keeping the column) In this method, we will make use of the inplace parameter which is an optional parameter of the set_index() function of the Python PandasNumpy package of python has a great power of indexing in different ways. Indexing using index arrays. ... Example #1: # Python program to demonstrate # the use of index arrays. import numpy as np # Create a sequence of integers from # 10 to 1 with a step of -2 a = np.arange(10, 1, -2) print("\n A sequential array with a negative step: \n",a ...We use a single colon [ : ] to select all rows and the list of columns that we want to select as given below : Syntax: Dataframe.loc [ [:, [“column1”, “column2”, “column3”] Example : In this example code sets the “Name” column as the index and extracts the “City” and “Salary” columns into a new DataFrame named ‘result’.Python index()方法 Python 字符串描述 Python index() 方法检测字符串中是否包含子字符串 str ，如果指定 beg（开始）和 end（结束）范围，则检查是否包含在指定范围内，该方法与 python find()方法一样，只不过如果str不在 string中会报一个异常。 Jun 23, 2023 · Here is an example of how to use enumerate () to start the index from 1: python my_list = ['apple', 'banana', 'orange'] for i, fruit in enumerate(my_list, start=1): print(f'{i}. {fruit}') Output: 1. apple 2. banana 3. orange. In this example, enumerate () is used to iterate over the my_list and assign a new index starting from 1 to each element ... 1. If the input index list is empty, return the original list. 2. Extract the first index from the input index list and recursively process the rest of the list. 3. Remove the element at the current index from the result of the recursive call. 4. Return the updated list.Python List index ()方法 Python 列表描述 index () 函数用于从列表中找出某个值第一个匹配项的索引位置。. 语法 index ()方法语法： list.index (x [, start [, end]]) 参数 x-- 查找的对象。. start-- 可选，查找的起始位置。. end-- 可选，查找的结束位置。. 返回值该方法返回查找 ... You can also convert a NumPy array to list in the air and get its index. For example, l = [1,2,3,4,5] # Python list a = numpy.array(l) # NumPy array i = a.tolist().index(2) # i will return index of 2 print i It will print 1. Share. Improve this answer. Follow edited Jun 26, 2018 at 20:15. Peter Mortensen ...Dec 1, 2023 · Let’s see some of the scenarios with the python list insert() function to clearly understand the workings of the insert() function. 1. Inserting an Element to a specific index into the List. Here, we are inserting 10 at the 5th position (4th index) in a Python list. Mar 29, 2022 · Indexing in Python is a way to refer to individual items by their position within a list. In Python, objects are “zero-indexed”, which means that position counting starts at zero, 5 elements exist in the list, then the first element (i.e. the leftmost element) holds position “zero”, then After the first element, the second, third and fourth place. Initialize the search key and index to None. 3. Iterate through the dictionary to find the index of the search key using a for loop. 4. When the search key is found, assign the index to a variable and break the loop. 5. Print the index of the search key. Python3. dict1 = {'have': 4, 'all': 1, 'good': 3, 'food': 2}1. Note that indexing in nested lists in Python happens from outside in, and so you'll have to change the order in which you index into your array, as follows: Matrix [n] [m] = x. For mathematical operations and matrix manipulations, using numpy two-dimensional arrays, is almost always a better choice. You can read more about them here.Also, Python lets you reference a slice of a list, so to get another list of just the user-supplied arguments (but without the script name), you can do. user_args = sys.argv[1:] # get everything after the script name Additionally, Python allows you to assign a sequence of items (including lists) to variable names.Mar 20, 2013 · 4 Answers. Sorted by: 79. It slices the string to omit the last character, in this case a newline character: >>> 'test ' [:-1] 'test'. Since this works even on empty strings, it's a pretty safe way of removing that last character, if present: >>> '' [:-1] ''. This works on any sequence, not just strings. For lines in a text file, I’d ... The default version takes strings of the form defined in PEP 3101, such as “0 [name]” or “label.title”. args and kwargs are as passed in to vformat (). The return value used_key has the same meaning as the key parameter to get_value (). get_value(key, args, kwargs) ¶. Retrieve a given field value.Index pages by letter: ... This page is licensed under the Python Software Foundation License Version 2. Examples, recipes, and other code in the documentation are additionally licensed under the Zero Clause BSD License. See History and License for more information. The Python Software Foundation is a non-profit corporation. Please donate. …Sorted by: 279. It is a unary operator (taking a single argument) that is borrowed from C, where all data types are just different ways of interpreting bytes. It is the "invert" or "complement" operation, in which all the bits of the input data are reversed. In Python, for integers, the bits of the twos-complement representation of the integer ...lst= [15,18,20,1,19,65] print (lst [2]) It prints 20, but I want my array to be 1-indexed and print 18 instead. 98,67,86,3,4,21. When I print the second number it should print 67 and not 86 based on indexing. First number is 98 Second number is 67 Third number is 86 and so on. We will cover different examples to find the index of element in list using Python, and explore different scenarios while using list index() method, such as: Find …Yes, the default parser is 'pandas', but it is important to highlight this syntax isn't conventionally python. The Pandas parser generates a slightly different parse tree from the expression. This is done to make some operations more intuitive to specify. ... df.iloc[df.index.isin(['stock1'], level=1) & df.index.isin(['velocity'], level=2)] 0 a ...The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. More about defining functions in Python 3. Python is a programming language that lets you work quickly and integrate systems more effectively. Learn More.For example, if you have a list called “myList” and you want to access the second element, you have to do “myList[1]”. Python even supports negative indexing in addition to positive indexing, where you start indexing from 0. Negative indexing starts from -1, which works backward as it refers to the last element in a data structure.Create your own server using Python, PHP, React.js, Node.js, Java, C#, etc. How To's. Large collection of code snippets for HTML, CSS and JavaScript. ... Negative indexing means start from the end-1 refers to the last item, -2 refers to the second last item etc. Example. Print the last item of the list: thislist = ["apple", "banana", "cherry"]Read Python Concatenate Dictionary + Examples. Key Index in Python Dictionary Using list comprehension and enumerate() Use the list comprehension and enumerate() to get the key and index of items in a dictionary. # create a dictionary with keys as numbers and values as countries country = {'1': 'USA', '2': 'United Kingdom','3': 'Asia'} …Let’s rewrite the above example and add an elif statement. # x is equal to y with elif statement x = 3 y = 3 if x < y: print("x is smaller than y.") elif x == y: print("x is equal to y.") else: print("x is greater than y.") x is equal to y. Output: x is equal to y. Python first checks if the condition x < y is met.These slicing and indexing conventions can be a source of confusion. For example, if your Series has an explicit integer index, an indexing operation such as data[1] will use the explicit indices, while a slicing operation like data[1:3] will …The index of a specific item within a list can be revealed when the index () method is called on the list with the item name passed as an argument. Syntax: …The Python Standard Library¶. While The Python Language Reference describes the exact syntax and semantics of the Python language, this library reference manual describes the standard library that is distributed with Python. It also describes some of the optional components that are commonly included in Python distributions. …Series.index #. The index (axis labels) of the Series. The index of a Series is used to label and identify each element of the underlying data. The index can be thought of as an immutable ordered set (technically a multi-set, as it may contain duplicate labels), and is used to index and align data in pandas. Returns:Python 3.12.1. Release Date: Dec. 8, 2023 This is the first maintenance release of Python 3.12. Python 3.12 is the newest major release of the Python programming language, and it contains many new features and optimizations. 3.12.1 is the latest maintenance release, containing more than 400 bugfixes, build improvements and documentation changes …Nov 4, 2020 · In Python, objects are “zero-indexed” meaning the position count starts at zero. Many other programming languages follow the same pattern. So, if there are 5 elements present within a list. Then the first element (i.e. the leftmost element) holds the “zeroth” position, followed by the elements in the first, second, third, and fourth ... Thank your for contributing. An index simply notes a position in a list like item. It is important to note that python actually indexes between list like items. For example, take the list, my_list = ['a', 'b', 'c]. is indexed like 0 'a' 1 'b' 2 'c'. If you tell python my_list [0], it implies my_list [0:1]. ,meaning the list items between 0 and ...Definition and Usage. The index () method finds the first occurrence of the specified value. The index () method raises an exception if the value is not found. The index () method is almost the same as the find () method, the only difference is that the find () method returns -1 if the value is not found. (See example below)Jul 12, 2013 at 8:00. Show 1 more comment. 8. In Python2.x, the simplest solution in terms of number of characters should probably be : >>> a=range (20) >>> a [::-1] [19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0] Though i want to point out that if using xrange (), indexing won't work because xrange () gives you an xrange ...Sep 19, 2018 · 1 Answer. Sorted by: 32. One of the neat features of Python lists is that you can index from the end of the list. You can do this by passing a negative number to []. It essentially treats len (array) as the 0th index. So, if you wanted the last element in array, you would call array [-1]. All your return c.most_common () [-1] statement does is ... The key is to understand how Python does indexing - it calls the __getitem__ method of an object when you try to index it with square brackets [].Thanks to this answer for pointing me in the right direction: Create a python object that can be accessed with square brackets When you use a pair of indexes in the square brackets, the __getitem__ …For example, in the following benchmark (tested on Python 3.11.4, numpy 1.25.2 and pandas 2.0.3) where 20k items are sampled from an object of length 100k, numpy and pandas are very fast on an array and a Series but slow on a list, while random.choices is the fastest on a list.Examples. Below you can find examples of how to use the most frequently called APIs with the Python client. Indexing a document. Getting a document. Refreshing an index. Searching for a document. Updating a document. Deleting a document.DataFrame.reindex(labels=None, *, index=None, columns=None, axis=None, method=None, copy=None, level=None, fill_value=nan, limit=None, tolerance=None)[source] #. Conform DataFrame to new index with optional filling logic. Places NA/NaN in locations having no value in the previous index. A new object is produced unless the new index is ... To get the indices of each maximum or minimum value for each (N-1)-dimensional array in an N-dimensional array, use reshape to reshape the array to a 2D array, apply argmax or argmin along axis=1 and use unravel_index to recover the index of the values per slice: The first array returned contains the indices along axis 1 in the original array ...Creating a MultiIndex (hierarchical index) object #. The MultiIndex object is the hierarchical analogue of the standard Index object which typically stores the axis labels in pandas objects. You can think of MultiIndex as an array of tuples where each tuple is unique. A MultiIndex can be created from a list of arrays (using MultiIndex.from ...Index of ' and ' in string: 1 Python String Index() Method for Finding Index of Single Character. Basic usage of the Python string index() method is to the index position of a particular character or it may be a word. So whenever we need to find the index of a particular character we use the index method to get it.The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. More about defining functions in Python 3. Python is a programming language that lets you work quickly and integrate systems more effectively. Learn More.These slicing and indexing conventions can be a source of confusion. For example, if your Series has an explicit integer index, an indexing operation such as data[1] will use the explicit indices, while a slicing operation like data[1:3] will …Python supports slice notation for any sequential data type like lists, strings, tuples, bytes, bytearrays, and ranges. Also, any new data structure can add its support as well. This is greatly used (and abused) in NumPy and Pandas libraries, which are so popular in Machine Learning and Data Science. It’s a good example of “learn once, use ...You then remove and return the final element 3 from the list. The result is the list with only two elements [1, 2]. Python List Index Delete. This trick is also relatively …You can also convert a NumPy array to list in the air and get its index. For example, l = [1,2,3,4,5] # Python list a = numpy.array(l) # NumPy array i = a.tolist().index(2) # i will return index of 2 print i It will print 1. Share. Improve this answer. Follow edited Jun 26, 2018 at 20:15. Peter Mortensen ...219 Negative numbers mean that you count from the right instead of the left. So, list [-1] refers to the last element, list [-2] is the second-last, and so on. Share Improve this answer Follow answered Jul 6, 2012 at 18:43 To get the indices of each maximum or minimum value for each (N-1)-dimensional array in an N-dimensional array, use reshape to reshape the array to a 2D array, apply argmax or argmin along axis=1 and use unravel_index to recover the index of the values per slice: The first array returned contains the indices along axis 1 in the original array ...Parameters: data array-like (1-dimensional) dtype str, numpy.dtype, or ExtensionDtype, optional. Data type for the output Index. If not specified, this will be inferred from data. Let’s see some of the scenarios with the python list insert() function to clearly understand the workings of the insert() function. 1. Inserting an Element to a specific index into the List. Here, we are inserting 10 at the 5th position (4th index) in a Python list.Machine Learning in Python Getting Started Release Highlights for 1.4 GitHub. Simple and efficient tools for predictive data analysis; Accessible to everybody, and reusable in various contexts ... October 2023. scikit-learn 1.3.2 is available for download . September 2023. scikit-learn 1.3.1 is available for download . June 2023. ...Access List Elements. In Python, lists are ordered and each item in a list is associated with a number. The number is known as a list index.. The index of the first element is 0, second element is 1 and so on. Column label for index column (s) if desired. If not specified, and header and index are True, then the index names are used. A sequence should be given if the DataFrame uses MultiIndex. startrowint, default 0. Upper left cell row to dump data frame. startcolint, default 0. Upper left cell column to dump data frame.Example 1: Get index positions of a given value. Here, we find all the indexes of 3 and the index of the first occurrence of 3, we get an array as output and it shows all the indexes where 3 is present. Python3 # import numpy package. ... Get the index of elements in the Python loop. Create a NumPy array and iterate over the array to compare the …Dec 10, 2023 · pandas.DataFrameのset_index()メソッドを使うと、既存の列をインデックスindex（行名、行ラベル）に割り当てることができる。インデックスに一意の名前を指定しておくと、locやatで要素を選択・抽出するとき分かりやすいので便利。pandas.DataFrame.set_index — pandas 2.1.4 documentation set_index()の使い方基本的な... In Python, indexing starts from 0, which means the first element in a sequence is at position 0, the second element is at position 1, and so on. To access an element in a sequence, you can use square brackets [] with the index of the element you want to access.Python List index () The index () method returns the index of the specified element in the list. Example animals = ['cat', 'dog', 'rabbit', 'horse'] # get the index of 'dog' index = animals.index ('dog') print (index) # Output: 1 Syntax of List index () The syntax of the list index () method is: list.index (element, start, end) Python For Loop inside a For Loop. This code uses nested for loops to iterate over two ranges of numbers (1 to 3 inclusive) and prints the value of i and j for each combination of the two loops. The inner loop is executed for each value of i in the outer loop. The output of this code will print the numbers from 1 to 3 three times, as each value ...@TheRealChx101: It's lower than the overhead of looping over a range and indexing each time, and lower than manually tracking and updating the index separately.enumerate with unpacking is heavily optimized (if the tuples are unpacked to names as in the provided example, it reuses the same tuple each loop to avoid even the cost of freelist lookup, it …To get the last element of the list using reversed () + next (), the reversed () coupled with next () can easily be used to get the last element, as, like one of the naive methods, the reversed method returns the reversed ordering of list as an iterator, and next () method prints the next element, in this case, last element. Python3.Dec 18, 2019 · When you put a negativ arguments it means that you count from the end of your array. So for : s = "Hello World" s = s [1:-1] You would have : s = "ello Worl". For your case it is recursive to go step by step to the center of the string and each time you check if the string is still a palindrome. When you have only one character or less it ... The values I want to pick out are the ones whose indexes in the list are specified in another list. For example: indexes = [2, 4, 5] main_list = [0, 1, 9, 3, 2, 6, 1, 9, 8] the output would be: [9, 2, 6] (i.e., the elements with indexes 2, 4 and 5 from main_list). I have a feeling this should be doable using something like list comprehensions ...Sep 15, 2022 · Slicing in Python gets a sub-string from a string. The slicing range is set as parameters i.e. start, stop and step. For slicing, the 1st index is 0. For negative indexing, to display the 1st element to last element in steps of 1 in reverse order, we use the [::-1]. The [::-1] reverses the order. In a similar way, we can slice strings like this. But Python alone does not make a career. In our “Jobs” ranking, it is SQL that shines at No. 1. Ironically though, you’re very unlikely to get a job as a pure SQL programmer.That’s where the Python index() method comes in. index() returns the index value at which a particular item appears in a list or a string. For this tutorial, we are going …Parameters: data array-like (1-dimensional) dtype str, numpy.dtype, or ExtensionDtype, optional. Data type for the output Index. If not specified, this will be inferred from data.See the user guide for more usages.. copy bool, default False. Copy input data. name object. Name to be stored in the index.This is similar to how Python dictionaries perform. Because of this, using an index to locate your data makes it significantly faster than searching across the entire column’s values. Note: While indices technically exist across the DataFrame columns as well (i.e., along axis 1), when this article refers to an index, I’m only referring to the row …print(ss[6:11]) Output. Shark. When constructing a slice, as in [6:11], the first index number is where the slice starts (inclusive), and the second index number is where the slice ends (exclusive), which is why in our example above the range has to be the index number that would occur after the string ends.Dec 1, 2023 · Python list index () method is used to find position of element in list Python. It returns the position of the first occurrence of that element in the list. If the item is not found in the list, index () function raises a “ ValueError ” error. List index () Method Syntax list_name.index (element, start, end) Parameters: print('Index of i:', index) Output. Index of e: 1 Index of i: 2. In the above example, we have used the index() method to find the index of a specified element in the vowels tuple.. The element 'e' appears in index 1 in the vowels tuple. Hence, the method returns 1.. The element 'i' appears twice in the vowels tuple. In this case, the index of the first 'i' (which …Jul 26, 2015 · a [::-1] means that for a given string/list/tuple, you can slice the said object using the format. <object_name> [<start_index>, <stop_index>, <step>] This means that the object is going to slice every "step" index from the given start index, till the stop index (excluding the stop index) and return it to you. Indexing and slicing strings. Python strings functionally operate the same as Python lists, which are basically C arrays (see the Lists section). Unlike C arrays, characters within a string can be accessed both forward and backward.The [:-1] removes the last element. Instead of. a[3:-1] write. a[3:] You can read up on Python slicing notation here: Understanding slicing. NumPy slicing is an extension of that. The NumPy tutorial has some coverage: Indexing, Slicing and Iterating.Hence I came up with new way of accessing dictionary elements by index just by converting them to tuples. tuple (numbers.items ()) [key_index] [value_index] for example: tuple (numbers.items ()) [0] [0] gives 'first'. if u want to edit the values or sort the values the tuple object does not allow the item assignment. In this case you can use.DataFrame.reindex(labels=None, *, index=None, columns=None, axis=None, method=None, copy=None, level=None, fill_value=nan, limit=None, tolerance=None)[source] #. Conform DataFrame to new index with optional filling logic. Places NA/NaN in locations having no value in the previous index. A new object is produced unless the new index is ... 34. As others have stated, if you don't want to save the index column in the first place, you can use df.to_csv ('processed.csv', index=False) However, since the data you will usually use, have some sort of index themselves, let's say a 'timestamp' column, I would keep the index and load the data using it. So, to save the indexed data, first ...To get the last element of the list using reversed () + next (), the reversed () coupled with next () can easily be used to get the last element, as, like one of the naive methods, the reversed method returns the reversed ordering of list as an iterator, and next () method prints the next element, in this case, last element. Python3.sys.argv is the list of command line arguments passed to a Python script, where sys.argv [0] is the script name itself. It is erroring out because you are not passing any commandline argument, and thus sys.argv has length 1 and so sys.argv [1] is out of bounds. To "fix", just make sure to pass a commandline argument when you run the …I'm indexing a large multi-index Pandas df using df.loc[(key1, key2)].Sometimes I get a series back (as expected), but other times I get a dataframe. I'm trying to isolate the cases which cause the latter, but so far all I can see is that it's correlated with getting a PerformanceWarning: indexing past lexsort depth may impact …In NumPy, you can use np.loadtxt() or np.genfromtxt() to read a CSV file as an array (ndarray), and np.savetxt() to write an ndarray as a CSV file.. For clarity, while the …Dec 7, 2015 · 1 Answer. Python slicing and numpy slicing are slightly different. But in general -1 in arrays or lists means counting backwards (from last item). It is mentioned in the Information Introduction for strings as: >>> squares = [1, 4, 9, 16, 25] >>> squares [1, 4, 9, 16, 25] >>> squares [-1] 25. This can be also expanded to numpy array indexing as ... To retrieve an element of the list, we use the index operator ( [] ): my_list [0] 'a' Lists are “zero indexed”, so [0] returns the zero-th ( i.e. the left-most) item in the list, …In Python, list indexes start at 0. You can also check if an element exists in a list using the "in" operator. In this Python List Index example, we get the index of a list …To get the last element of the list using reversed () + next (), the reversed () coupled with next () can easily be used to get the last element, as, like one of the naive methods, the reversed method returns the reversed ordering of list as an iterator, and next () method prints the next element, in this case, last element. Python3.

The values I want to pick out are the ones whose indexes in the list are specified in another list. For example: indexes = [2, 4, 5] main_list = [0, 1, 9, 3, 2, 6, 1, 9, 8] the output would be: [9, 2, 6] (i.e., the elements with indexes 2, 4 and 5 from main_list). I have a feeling this should be doable using something like list comprehensions .... Isabelle

Index pages by letter: ... This page is licensed under the Python Software Foundation License Version 2. Examples, recipes, and other code in the documentation are additionally licensed under the Zero Clause BSD License. See History and License for more information. The Python Software Foundation is a non-profit corporation. Please donate. …Jul 26, 2015 · a [::-1] means that for a given string/list/tuple, you can slice the said object using the format. <object_name> [<start_index>, <stop_index>, <step>] This means that the object is going to slice every "step" index from the given start index, till the stop index (excluding the stop index) and return it to you. [5, 3, 7, 8, 1, 2, 10] Time complexity: O(n), where n is the length of the list. Auxiliary space: O(1), since the operation does not require any additional space besides the list itself. Method 2: Remove items by index or slice using del. In this example, we will use the del keyword to delete the specific elements present in the list.Jul 14, 2014 · In slicing way, list can be reversed by giving it a [start, end, step] like mentioned above, but I would like to clarify it further. r = a [2: : -1] This will make a new list starting with number from index 2, and till the end of the list, but since the step is -1, we decrease from index 2, till we reach 0. ndarrays can be indexed using the standard Python x [obj] syntax, where x is the array and obj the selection. There are different kinds of indexing available depending on obj : basic indexing, advanced indexing and field access. Most of the following examples show the use of indexing when referencing data in an array. Creating a MultiIndex (hierarchical index) object #. The MultiIndex object is the hierarchical analogue of the standard Index object which typically stores the axis labels in pandas objects. You can think of MultiIndex as an array of tuples where each tuple is unique. A MultiIndex can be created from a list of arrays (using MultiIndex.from ... Apr 15, 2019 · For example, in an array of length 12, the canonical index of the last element is 11. 11 is congruent to -1 mod 12. In Python, though, arrays are more often used as linear data structures than circular ones, so indices larger than -1 + len(xs) or smaller than -len(xs) are out of bounds since there's seldom a need for them and the effects would ... Finding All Indices of an Item in a Python List. In the section above, you learned that the list.index () method only returns the first index of an item in a list. In many cases, however, you’ll want to know the index positions of all items in a list that match a condition. Unfortunately, Python doesn’t provide an easy method to do this.Dec 10, 2023 · pandas.DataFrameのset_index()メソッドを使うと、既存の列をインデックスindex（行名、行ラベル）に割り当てることができる。インデックスに一意の名前を指定しておくと、locやatで要素を選択・抽出するとき分かりやすいので便利。pandas.DataFrame.set_index — pandas 2.1.4 documentation set_index()の使い方基本的な... I'm indexing a large multi-index Pandas df using df.loc[(key1, key2)].Sometimes I get a series back (as expected), but other times I get a dataframe. I'm trying to isolate the cases which cause the latter, but so far all I can see is that it's correlated with getting a PerformanceWarning: indexing past lexsort depth may impact …219 Negative numbers mean that you count from the right instead of the left. So, list [-1] refers to the last element, list [-2] is the second-last, and so on. Share Improve this answer Follow answered Jul 6, 2012 at 18:43 .

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