Google Colab

Running on Google Colab

I was trying to run the profiling on Google Colab with profile = ProfileReport(train_data). The problem was: this Error:

concat() got an unexpected keyword argument 'join_axes'

Therefore I tried all all the Google Colab examples in for the Profiling. Which either did not exist anymore or didn’t work any. As the synthax has changed and: from pandas_profiling.utils.cache import cache_file doesn’t seam to exist anymore.

Sometimes on my machines the minimal parameter helped, but as with any other parameter added I get the Error:

_plot_histogram() got an unexpected keyword argument 'minimal'

Data: House Pricing csv from Kaggle

> <class 'pandas.core.frame.DataFrame'>
> RangeIndex: 1460 entries, 0 to 1459
> Data columns (total 81 columns):
>  #   Column         Non-Null Count  Dtype  
> ---  ------         --------------  -----  
>  0   Id             1460 non-null   int64  
>  1   MSSubClass     1460 non-null   int64  
>  2   MSZoning       1460 non-null   object 
>  3   LotFrontage    1201 non-null   float64
>  4   LotArea        1460 non-null   int64  
>  5   Street         1460 non-null   object 
>  6   Alley          91 non-null     object 
>  7   LotShape       1460 non-null   object 
>  8   LandContour    1460 non-null   object 
>  9   Utilities      1460 non-null   object 
>  10  LotConfig      1460 non-null   object 
>  11  LandSlope      1460 non-null   object 
>  12  Neighborhood   1460 non-null   object 
>  13  Condition1     1460 non-null   object 
>  14  Condition2     1460 non-null   object 
>  15  BldgType       1460 non-null   object 
>  16  HouseStyle     1460 non-null   object 
>  17  OverallQual    1460 non-null   int64  
>  18  OverallCond    1460 non-null   int64  
>  19  YearBuilt      1460 non-null   int64  
>  20  YearRemodAdd   1460 non-null   int64  
>  21  RoofStyle      1460 non-null   object 
>  22  RoofMatl       1460 non-null   object 
>  23  Exterior1st    1460 non-null   object 
>  24  Exterior2nd    1460 non-null   object 
>  25  MasVnrType     1452 non-null   object 
>  26  MasVnrArea     1452 non-null   float64
>  27  ExterQual      1460 non-null   object 
>  28  ExterCond      1460 non-null   object 
>  29  Foundation     1460 non-null   object 
>  30  BsmtQual       1423 non-null   object 
>  31  BsmtCond       1423 non-null   object 
>  32  BsmtExposure   1422 non-null   object 
>  33  BsmtFinType1   1423 non-null   object 
>  34  BsmtFinSF1     1460 non-null   int64  
>  35  BsmtFinType2   1422 non-null   object 
>  36  BsmtFinSF2     1460 non-null   int64  
>  37  BsmtUnfSF      1460 non-null   int64  
>  38  TotalBsmtSF    1460 non-null   int64  
>  39  Heating        1460 non-null   object 
>  40  HeatingQC      1460 non-null   object 
>  41  CentralAir     1460 non-null   object 
>  42  Electrical     1459 non-null   object 
>  43  1stFlrSF       1460 non-null   int64  
>  44  2ndFlrSF       1460 non-null   int64  
>  45  LowQualFinSF   1460 non-null   int64  
>  46  GrLivArea      1460 non-null   int64  
>  47  BsmtFullBath   1460 non-null   int64  
>  48  BsmtHalfBath   1460 non-null   int64  
>  49  FullBath       1460 non-null   int64  
>  50  HalfBath       1460 non-null   int64  
>  51  BedroomAbvGr   1460 non-null   int64  
>  52  KitchenAbvGr   1460 non-null   int64  
>  53  KitchenQual    1460 non-null   object 
>  54  TotRmsAbvGrd   1460 non-null   int64  
>  55  Functional     1460 non-null   object 
>  56  Fireplaces     1460 non-null   int64  
>  57  FireplaceQu    770 non-null    object 
>  58  GarageType     1379 non-null   object 
>  59  GarageYrBlt    1379 non-null   float64
>  60  GarageFinish   1379 non-null   object 
>  61  GarageCars     1460 non-null   int64  
>  62  GarageArea     1460 non-null   int64  
>  63  GarageQual     1379 non-null   object 
>  64  GarageCond     1379 non-null   object 
>  65  PavedDrive     1460 non-null   object 
>  66  WoodDeckSF     1460 non-null   int64  
>  67  OpenPorchSF    1460 non-null   int64  
>  68  EnclosedPorch  1460 non-null   int64  
>  69  3SsnPorch      1460 non-null   int64  
>  70  ScreenPorch    1460 non-null   int64  
>  71  PoolArea       1460 non-null   int64  
>  72  PoolQC         7 non-null      object 
>  73  Fence          281 non-null    object 
>  74  MiscFeature    54 non-null     object 
>  75  MiscVal        1460 non-null   int64  
>  76  MoSold         1460 non-null   int64  
>  77  YrSold         1460 non-null   int64  
>  78  SaleType       1460 non-null   object 
>  79  SaleCondition  1460 non-null   object 
>  80  SalePrice      1460 non-null   int64  
> dtypes: float64(3), int64(35), object(43)
> memory usage: 924.0+ KB

• Environment: Colab

Additional context By the way running with DataLore also didn’t work.

[rbarman]

I also had the same issue in Google Colab. Meresmata’s code snippet fixed the issue.

[Meresmata]

Seams like restarting the kernel after using:

import sys !{sys.executable} -m pip install -U pandas-profiling[notebook] !jupyter nbextension enable --py widgetsnbextension

did work reproduceably with Colab. Also did work once with DataLore, but I could not reproduce that. It would be great when the Colab examples could be updated.