30th August 2026 09:55

Stackoverflow - Number of High Scored Pandas Questions

Top Monthly Stackoverflow Pandas Questions

Question Score Views Answers Answered
Pandas groupby equal consecutive column values based on index 2 24 1 True
pandas: sorting/re-ordering columns for a multi-level column dataframe 1 31 2 True
Pylance in Visual Studio Code not detecting Pandas (already installed) 1 65 1 True
How to flatten pandas series of series? 1 45 1 True
How to read a .txt file to graph a plot 1 39 1 True
dask dataframe aggregation without groupby (ddf.agg(['min','max'])? 1 28 1 True
Lower triangle mask with seaborn clustermap bug 1 26 1 True
python panda ExcelWriter switching dynamic formula to array formula 1 31 1 True
How I can use actual value which depends on date 1 41 2 False
Is there a way to get all values level by all level in a Pandas MultiIndex? 1 52 3 True
Nested columns with DataFrame in Streamlit data_editor? 1 40 0 False
Calculate consecutive days in Python-pandas 2 66 4 True
Processing a CSV file with multiple, independent headers 1 68 4 True
Mercury + Mito + jupyter notebook 1 17 0 False
Validate pandas.Period with Pandera schema 1 46 2 True
When using scikit-learn fit, getting an error "Expected a 2-dimensional container but got <class 'pandas.core.series.Series'> instead." 1 72 1 False
Python Pandas - Timeseries - Timestamp missing time exact at 00:00 1 37 2 True
Python app keeps OOM crashing on Pandas merge 1 121 1 True
Pandas merge and Apply or Assign function not working 2 30 1 True
Read the latest S3 parquet files partitioned by date key using Polars 2 58 1 True
Converting data wide to long, collapsing to 1 minute intervals 2 27 1 True
Pandas aggregating hours in group by 1 25 1 True
Mapping to rename a single column label with a function? 1 31 2 True
How do I see which versions of packages are compatible with one another 1 14 0 False
Downsample a pandas dataframe keeping same proportion of target in every month 1 57 2 True
How to prevent Pandas from plotting index as Period? 1 27 1 True
Jupyter Notebook displaying javascript error when trying to display the widgets 1 77 1 True
IF Nested IF Pandas 1 76 2 False
Reset values in pd dataframe 1 30 1 True
Pandas data frame processing limit? 1 21 1 False
Summing across columns in a block of a multi column dataframe pandas 1 41 2 True
how to remove certain columns from dataframe 1 53 3 True
Set unique identifier for cases with correpsonding previous index / same trace 1 86 1 True
Pythonic way to locate index and column of polars dataframe based on absolute sorted values 3 13 1 True
Create pandas dataframe column containing list of previous values 2 37 2 True
How to do async SQL bulk insertion with pandas dataFrame.to_sql() and SQLAlchemy? 1 43 0 False
Getting the product of 2 columns producing strange and incorrect answers 1 16 1 True
I am getting confuse in Pandas DataFrame creation 1 30 2 True
Query the non-nan value from a pivoted df 1 37 3 True
Created nested json from dataframe 1 47 1 True
How to use featuretools at the test time? 1 30 0 False
Cut intervals to add specific dates 1 39 1 True
Concatenate the rows of each column being grouped by identify 1 43 1 True
Calculate Null Values 1 29 1 True
pandas to_csv function changing 2d array to a single string 1 27 1 True
function to create a column with sub areas corresponding to areas in an already existing column 1 37 1 False
How to analyse a column with pandas that contains '-' [TypeError] 1 60 2 True
Finding Sequences In Column Values of Pandas Dataframe Groups and Doing Calculations Between A Row Of Each Group 1 43 0 False
Read the Excel "defined name" cell values using pandas 2 43 2 True
Rolling sum within 30 non-datetime days 1 60 1 True
Add a empty column in pandas df with multiindex adjacent to an existing column creates duplicates 1 31 1 False
Fill Pandas Dataframe asynchronously with async 1 25 1 True
How to pivot dataframe in python 1 49 2 True
I can't concatenate various dataframes in one, index problem 1 51 1 False
pandas ffill and bfill based on condition in another column 1 33 1 True
after connection broken by 'ReadTimeoutError("HTTPSConnectionPool(host='nominatim.openstreetmap.org', port=443): Read timed out. (read timeout=1)")' 1 62 1 True
How do I update the coordinates based on most recent datetime? 1 31 1 False
Groupby and only keep cells meeting specific condition 1 28 2 True
Pandas - MultiIndex resample - I don´t want to lose informations from other indexes 1 39 1 True
Problems with merge_asof in python 1 20 1 True
Pandas nunique() and DAX DISTINCTCOUNT() 1 53 0 False
Filter Groupby if contains specific values 1 41 1 True
remove spaces from pandas column if there are 2 or 3 1 33 1 True
Cannot Convert Local CSV to dataframe in Pandas on Spyder 1 29 1 True
i'm trying to handle potential multicollinearity in a dataset using Ridge and Lasso regression 1 13 0 False
Pandas - stack multiindex header but exclude first column 1 27 1 True
How do I convert an object value to a str value in Pandas? 1 44 1 False
convert pandas dataframe columns to dictionary 2 79 2 True
pandas: how to aggregate records into rolling time windows at a given frequency? 1 33 0 False
Create a New Column Based on the Value of two Columns in Pandas with conditionals 1 37 1 True
How do I get all the xtick labels? 1 25 1 True
DuckDB pandas pass DataFrame by name easily with IntelliSense support 1 41 1 False
why does vs code returns error - AttributeError: 'int' object has no attribute 'where', but same code runs without any issue on Google Colab 1 22 1 True
Replace pandas column value based on condition and avoid "future warning" 1 36 2 True
Create a custom binary classifer sklearn 1 17 1 True
An appropriate strategy to load blocks to pandas dataframe with repeated elements 1 37 2 True
Multi-Level Header in Pandas DataFrame 1 31 1 True
How to customize the the size of the markers in seaborn scatter plot 1 36 1 True
mdates locators show non-existent time intervals in my graph 1 56 2 True
Python split a column value into multiple columns and keep remaining column same 1 63 3 True
See if pandas character column is in the string column 1 74 3 True
How to view histograms juxtaposed using matplotlib 1 24 1 True
spark parallelize fails with pickle error 1 29 0 False
How do I get the rolling proportion between multiple columns? 1 44 2 True
How to find the highest value for each day inside a specific time window in a Pandas DataFrame 1 44 2 True
How can I find the elapsed time from a specific date to now when using Pandas Timestamp in Python? 1 38 1 True
Push a dataframe on dynamodb without having duplicates errors 1 37 1 False
Why doesn't pandas groupby.diff use the grouping keys as index? 1 49 1 True
How to use one to calculate next row in a pandas dataframe? 1 30 1 True
data in pandas jumping to other cells 1 25 0 False
Pandas dataset from dynamic website scraping 1 24 1 False
How can I add the values for same groups until the second last index level of a nested Pandas dataframe 1 42 1 True
How to `pd.concat` nested dictionaries? 1 30 1 True
How to remove duplicates conditionally in this pandas dataframe? 2 70 2 True
Altair choropleth map doesn't display 1 27 1 True
pandas fillna based on condition from another dataframe 1 11 0 False
How to store Pandas DataFrame with Int64 to MS Access table 1 39 0 False
How to train a linear regression for each pandas dataframe row and generate the slope 1 33 1 True
Why pandas pivot_table count over a dataframe with 2 columns works with aggfunc=len, but results in empty dataset with count? 3 126 1 True
Python: Modifying Pandas DF rows that meets criteria 1 70 2 True

Top Weekly Stackoverflow Pandas Questions

Question Score Views Answers Answered
Pandas groupby equal consecutive column values based on index 2 24 1 True
Is there a way to get all values level by all level in a Pandas MultiIndex? 1 52 3 True
Calculate consecutive days in Python-pandas 2 66 4 True
When using scikit-learn fit, getting an error "Expected a 2-dimensional container but got <class 'pandas.core.series.Series'> instead." 1 72 1 False
Read the latest S3 parquet files partitioned by date key using Polars 2 58 1 True
Pandas merge and Apply or Assign function not working 2 30 1 True
Pandas aggregating hours in group by 1 25 1 True
How do I see which versions of packages are compatible with one another 1 14 0 False
Summing across columns in a block of a multi column dataframe pandas 1 41 2 True
Mapping to rename a single column label with a function? 1 31 2 True
Pythonic way to locate index and column of polars dataframe based on absolute sorted values 3 13 1 True
Create pandas dataframe column containing list of previous values 2 37 2 True
Getting the product of 2 columns producing strange and incorrect answers 1 16 1 True
I am getting confuse in Pandas DataFrame creation 1 30 2 True
Read the Excel "defined name" cell values using pandas 2 43 2 True
convert pandas dataframe columns to dictionary 2 67 2 True
Multi-Level Header in Pandas DataFrame 1 31 1 True
How to customize the the size of the markers in seaborn scatter plot 1 35 1 True
why does vs code returns error - AttributeError: 'int' object has no attribute 'where', but same code runs without any issue on Google Colab 1 21 1 True
Replace pandas column value based on condition and avoid "future warning" 1 36 2 True
How to find the highest value for each day inside a specific time window in a Pandas DataFrame 1 43 2 True
Why doesn't pandas groupby.diff use the grouping keys as index? 1 49 1 True
How to use one to calculate next row in a pandas dataframe? 1 30 1 True
How to remove duplicates conditionally in this pandas dataframe? 2 69 2 True
How to store Pandas DataFrame with Int64 to MS Access table 1 38 0 False
Why pandas pivot_table count over a dataframe with 2 columns works with aggfunc=len, but results in empty dataset with count? 3 122 1 True
Count Total Number of rows between two values when condition is met 2 43 2 True
Python openpyxl: Ignoring hidden rows and hidden columns while reading an excel file 1 43 1 False
How can I use pandas.DataFrame.to_csv to write pandas.Timestamp with milliseconds? 1 31 1 False
Restructuring DataFrame to match value with other column number 1 38 3 True
Replicate `df.expanding().min()` in polars 2 44 2 True
Count the number of business days between two columns in python (ideally using pandas) 1 18 0 False
Show the results of Cypher query with Pandas Dataframe 1 7 0 False
Python panda merge is not working as expected 1 56 3 True
Max value in range for each row in Pandas 1 23 1 True
trying to install cudf but cannot find a version that matches with pd what should be the version of pandas and cudf or where can i find the doc 1 28 1 True
when I get excel data of binary format from using requests.get() method, how can i get to know the number of sheets in the data? 1 21 0 False
Create suitable DataFrame for plotly plot 2 44 2 True
slicing pandas columns individually between first and last valid index 1 27 1 True
Pandas dataframe has JSON data in column, want to move all data in column to new dataframe 1 40 1 True
Construct pandas Dataframe from a dictionary 1 48 4 True
Multirow in pandas df - one header with multiple values 3 48 2 True
Unknown issue with Celery and Modin (Pandas), Task Execution stuck and no error 1 18 0 False
Sum column values by a cut off date 2 38 1 True
pandas read_sql using Django.db.connection 1 25 1 False
split-half reliability using Jensen-Shannon Divergence 1 22 1 True
Exact stratification of a pandas DataFrame using mutiple columns 1 56 1 True
How do I transform the dataset for the problem posted? 1 35 1 True
how do i extract the multiple pattern in a column value and put it in new dataframe 2 33 1 True
Plot year over year data with month-date on X axis 1 28 1 True

Top Daily Stackoverflow Pandas Questions

Question Score Views Answers Answered
Pandas groupby equal consecutive column values based on index 2 24 1 True
Is there a way to get all values level by all level in a Pandas MultiIndex? 1 52 3 True
Calculate consecutive days in Python-pandas 2 65 4 True
Read the latest S3 parquet files partitioned by date key using Polars 2 42 1 True
Pandas merge and Apply or Assign function not working 2 27 1 True
Pandas aggregating hours in group by 1 22 1 True
Mapping to rename a single column label with a function? 1 26 2 True
Summing across columns in a block of a multi column dataframe pandas 1 35 2 True
Pythonic way to locate index and column of polars dataframe based on absolute sorted values 3 13 1 True
Create pandas dataframe column containing list of previous values 1 30 2 True
Getting the product of 2 columns producing strange and incorrect answers 1 16 1 True
I am getting confuse in Pandas DataFrame creation 1 28 2 True
Read the Excel "defined name" cell values using pandas 2 37 2 True
convert pandas dataframe columns to dictionary 2 51 2 True
why does vs code returns error - AttributeError: 'int' object has no attribute 'where', but same code runs without any issue on Google Colab 1 19 1 True
Replace pandas column value based on condition and avoid "future warning" 1 26 2 True
Multi-Level Header in Pandas DataFrame 1 26 1 True
How to use one to calculate next row in a pandas dataframe? 1 28 1 True
Why doesn't pandas groupby.diff use the grouping keys as index? 1 45 1 True
How to remove duplicates conditionally in this pandas dataframe? 2 46 2 False
Why pandas pivot_table count over a dataframe with 2 columns works with aggfunc=len, but results in empty dataset with count? 2 68 1 False
Count Total Number of rows between two values when condition is met 2 34 2 True
How can I use pandas.DataFrame.to_csv to write pandas.Timestamp with milliseconds? 1 29 1 False
How Can I Reorganize my Pandas DataFrame so that column names become column values? 1 17 1 True
Python openpyxl: Ignoring hidden rows and hidden columns while reading an excel file 1 29 1 False
Restructuring DataFrame to match value with other column number 1 29 3 True
Replicate `df.expanding().min()` in polars 2 40 2 True
Count the number of business days between two columns in python (ideally using pandas) 1 15 0 False
trying to install cudf but cannot find a version that matches with pd what should be the version of pandas and cudf or where can i find the doc 1 17 1 True
when I get excel data of binary format from using requests.get() method, how can i get to know the number of sheets in the data? 1 17 0 False
Max value in range for each row in Pandas 1 21 1 True
Show the results of Cypher query with Pandas Dataframe 1 7 0 False
Python panda merge is not working as expected 1 51 3 True
Create suitable DataFrame for plotly plot 2 38 2 True
Pandas dataframe has JSON data in column, want to move all data in column to new dataframe 1 35 1 True
slicing pandas columns individually between first and last valid index 1 25 1 True
Construct pandas Dataframe from a dictionary 1 43 4 True
Multirow in pandas df - one header with multiple values 2 36 2 True
Unknown issue with Celery and Modin (Pandas), Task Execution stuck and no error 1 11 0 False
Sum column values by a cut off date 2 32 1 True
How do I transform the dataset for the problem posted? 1 32 1 True
split-half reliability using Jensen-Shannon Divergence 1 16 1 False
pandas read_sql using Django.db.connection 1 15 1 False
how do i extract the multiple pattern in a column value and put it in new dataframe 2 31 1 True
Plot year over year data with month-date on X axis 1 25 1 True
Why am I getting "Mean of empty slice" warnings without NaNs? 2 43 2 True
Rolling compare using Pandas 1 26 1 True
Check all records in a pandas group specific column make up a predefined list of expected values 1 28 2 True
I want to read a csv file with pandas, I want to skip rows but I want to keep the original line numbers 2 34 3 False
Create an order column in a pandas dataframe based on one date column relative to another date column 1 50 2 True

Top Yearly Stackoverflow Pandas Questions

Question Score Views Answers Answered
as_index=False groupBy doesn't work with count 2 56 3 True
How to preserve order of columns when concatenating Multi-Indexed dataframes? 3 42 2 True
Skip level in nested JSON and convert to Pandas dataframe 2 41 2 True
Python - Converting Date:Price list to new rows 2 46 2 True
How do I update a dataframe column with a formula that uses values from other columns? 3 31 2 True
Create pandas dataframe column containing list of previous values 2 37 2 True
Pythonic way to locate index and column of polars dataframe based on absolute sorted values 3 13 1 True
Perform Excel MAXIFS in Pandas 2 191 3 True
How to handle inf and nans in Great Table 3 25 1 True
What's the polars equivalent to the pandas `.iloc` method? 3 947 2 True
How to Populate Null Values in Columns After Outer Join in Python Pandas 3 39 1 True
Pandas nunique() and DAX DISTINCTCOUNT() 3 22 1 False
Check if Name row above is the same and add conditions to it 2 46 3 True
What is a fast an elegant way to transform a column with a bunch a duplicated, without running the transformation on the same value multiple times 3 53 1 True
BeautifulSoup-scraper runs well and robust some times - but otherwhile it fails :: probably some more exception-handling needed here? 2 166 2 True
How to find the indices of matching rows between 2 data frames 2 57 3 True
Seaborn futurewarning caused by pandas dataframe 3 1759 1 True
How to reverse the value of column in a dataframe? 3 32 1 True
How to fix pandas v2 "ValueError: Cannot convert from timedelta64[ns] to timedelta64[D]." 2 3234 2 True
add subtotal column by condition 2 75 4 True
Why pandas pivot_table count over a dataframe with 2 columns works with aggfunc=len, but results in empty dataset with count? 3 126 1 True
How does `pandas.concat` work when the input is a dictionary? 3 58 2 True
Why does `.rename(columns={'b': 'b'}, copy=False)` followed by inplace method not update the original dataframe? 3 122 2 True
OpenStreetMap: concatenate a request into a loop that iterates over each 3166 country code, parse response into DF with Python 3 44 1 True
calculate std for Pandas DataFrame grouped by object data type column 3 39 2 True
Formatting a Numbers in DataFrame 2 68 1 True
Polars Expressions Failed to Access Imtermediate Column Creation Expressions 3 61 2 True
How to get the index of the first row that meets the conditions of a mask? 3 77 4 True
How to Improve Efficiency in Random Column Selection and Assignment in Pandas DataFrame? 3 45 1 True
How to generate the section id based on certain condition 3 48 1 True
How could I get a value out of a pandas DataFrame with a shape of (1,1) without using .to_list()[0]? 2 40 2 True
Storing data in cells as a function 3 64 1 False
Fill bins with no coverage with 0 4 60 1 True
BeatuifulSoup fetch data and parse - from European Volunteering-Services: a tiny scraper that collects opportunities from EU-Site 3 57 1 True
Using either melt or wide_to_long for large dataset with inconsistent naming 3 53 2 True
Expand unique values of a column into multiple columns, for X columns in a DataFrame 2 84 3 True
How to get the number of the row that contains a specific value in the given column? 4 72 3 True
In a dataframe, how can i find if each row number appears in a column of lists? 3 66 4 True
Multirow in pandas df - one header with multiple values 3 49 2 True
Pandas with pyarrow does not use additional memory when splitting dataframe 3 44 1 True
Pandas dataframe title/caption in plain text to_string output? 3 89 2 True
Pandas: make list size in a column same as in another column 4 64 2 True
Break/wrap long text of column names in Pandas dataframe plain text to_string output? 3 87 2 True
How to add plus sign for positive number when using to_excel? 2 68 2 True
Groupby as list into new column 2 52 4 True
SparkConnectGrpcException while working with Dataframe 4 159 0 False
pyarrow Table adds column '__index_level_0__' 3 51 2 True
Pandas: Filter dataframe by difference between adjacent rows 3 52 1 True
How to calculate day difference between rows with specific conditions in Pandas 2 55 2 True
Renaming Panda Dataframe indexes 2 40 2 True