From 5e4365ab8b04f2955125de450939f9b3628bfc10 Mon Sep 17 00:00:00 2001 From: Ramanand Yadav <1112000yadav@gmail.com> Date: Tue, 8 Feb 2022 16:27:58 +0530 Subject: [PATCH 1/4] outline for pandas working... --- Pandas/README.md | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) create mode 100644 Pandas/README.md diff --git a/Pandas/README.md b/Pandas/README.md new file mode 100644 index 0000000..2e9aa0c --- /dev/null +++ b/Pandas/README.md @@ -0,0 +1,28 @@ +#**Outline for Pandas** +Series + Constructions + What is Series + Why do we need Series + How to create Series + Creating Series from ndarray, dictionary + Series Attributes + Index + Array + Values + Dtypes + Shape + Size + Transpose + Hasnans + Empty + name + Conversion + To_numpy + to _period + To_list + Copy + To_timestamp + Convert_dtype +continue working ............................. + + From e4d6ebda8ab92636a1580b35e5abd1cc5232c8c4 Mon Sep 17 00:00:00 2001 From: Ramanand Yadav <1112000yadav@gmail.com> Date: Tue, 8 Feb 2022 16:39:10 +0530 Subject: [PATCH 2/4] outline for pandas --- Pandas/README.md | 52 ++++++++++++++++++++++++------------------------ 1 file changed, 26 insertions(+), 26 deletions(-) diff --git a/Pandas/README.md b/Pandas/README.md index 2e9aa0c..8dbfb56 100644 --- a/Pandas/README.md +++ b/Pandas/README.md @@ -1,28 +1,28 @@ -#**Outline for Pandas** -Series - Constructions - What is Series - Why do we need Series - How to create Series - Creating Series from ndarray, dictionary - Series Attributes - Index - Array - Values - Dtypes - Shape - Size - Transpose - Hasnans - Empty - name - Conversion - To_numpy - to _period - To_list - Copy - To_timestamp - Convert_dtype -continue working ............................. +# **Outline for Pandas** +## Series +### Constructions + - What is Series + - Why do we need Series + - How to create Series + - Creating Series from ndarray, dictionary +### Series Attributes + - index + - array + - values + - dtypes + - shape + - size + - transpose + - hasnans + - empty + - name +### Conversion + - to_numpy + - to _period + - to_list + - copy + - to_timestamp + - convert_dtype +continue working From b9ab6ce70dcbe052c23270d68346525fd48b8839 Mon Sep 17 00:00:00 2001 From: Ramanand Yadav <1112000yadav@gmail.com> Date: Tue, 8 Feb 2022 17:34:58 +0530 Subject: [PATCH 3/4] updated outline --- Pandas/README.md | 95 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 95 insertions(+) diff --git a/Pandas/README.md b/Pandas/README.md index 8dbfb56..d967b50 100644 --- a/Pandas/README.md +++ b/Pandas/README.md @@ -23,6 +23,101 @@ - copy - to_timestamp - convert_dtype + - bool +### Indexing Iteration + - get + - loc + - iloc + - keys + - pop + - item + - items +### Binary Operator + - add + - sub + - mul + - div + - round + - dot + - product +### function aplication, groupBy and window + - apply + - transform + - map + - pipe +### computation / decriptive stats + - abs + - all + - any + - unique + - max + - mean + - median + - quantile + - mode + - nlargest + - value_counts +### Reindexing / selection / label manipulation + - idxmax + - idxmin +### missing data handling + - backfill + - bfill + - dropna + - ffill + - fillna +### Combining / comparing / joining / merging + - append + - compare + - update +### time sereis Related + +## **Data Frame** +### constructor + - what is DataFreame + - why we need DataFrame + - creating Dataframe + - creating dataframe from sereis , dictionary +### Attributes and underlying data + - index + - columns + - dtypes + - info + - values + - axes + - size + - shape + - memory_usage + - empty +### conversion + - bool + - copy + - convert_dtype +### indexing iteration + - head + - at + - loc + - iloc + - lookup + - where + - mask + - query +### Binary operator functions + - all series functions are valid here alo + - combine + - combine first +### Function application, GroupBy & window + - apply + - groupby + - rolling + - expanding +### Computations / descriptive stats + - abs + - all + - any + - corr + - corre + continue working From 06f769aa224bf05cb1cb5018bb676b1990952bfa Mon Sep 17 00:00:00 2001 From: Ramanand Yadav <1112000yadav@gmail.com> Date: Sat, 12 Feb 2022 16:44:14 +0530 Subject: [PATCH 4/4] final Outline --- Pandas/README.md | 69 ++++++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 64 insertions(+), 5 deletions(-) diff --git a/Pandas/README.md b/Pandas/README.md index d967b50..60884b7 100644 --- a/Pandas/README.md +++ b/Pandas/README.md @@ -1,4 +1,8 @@ # **Outline for Pandas** +## What is the pandas? +## why we need pandas? +## how to import pandas in colab +## types of datastructure in pandas ## Series ### Constructions - What is Series @@ -74,9 +78,9 @@ ## **Data Frame** ### constructor - - what is DataFreame - - why we need DataFrame - - creating Dataframe + - why we need pandas DataFrame + - what is pandas DataFreame + - how to create Dataframe - creating dataframe from sereis , dictionary ### Attributes and underlying data - index @@ -116,8 +120,63 @@ - all - any - corr - - corre + - corrwith + - count + - max + - mean + - median + - round + - quantile + - skew + - sum + - var + - value_counts +### Reindexing / selection / label manipulation + - drop + - drop_duplicates + - filter + - equals + - head + - idxmax + - idxmin + - reindex + - rename + - reset_index + - set_index + - tail + - take +### missing Data handling + - backfill + - bfill + - dropna + - ffill + - fillna + - interpolate + - isna + - isnull + - replace +### Reshaping, sorting, transposing + - droplevel + - sort_values + - sort_index + - nlargest + - nsmallest + - stack + - squeeze + - to_xarray + - T +### Combining / comparing / joining / merging + - append + - assign + - compare + - join + - merge + - update +### Time Series - related + - to_timestamp + - to_period + - first_valid_index + -continue working