# Sequence / string search with NumPy in pandas DataFrames
## pip install a-pandas-ex-sequence-search
### Tested against Windows 10 / Python 3.11 / Anaconda
```python
import pandas as pd
from a_pandas_ex_sequence_search import pd_add_find_sequence
pd_add_find_sequence()
df = pd.read_csv("https://raw.githubusercontent.com/pandas-dev/pandas/main/doc/data/titanic.csv")
df.Name.s_find_sequence('Mr', exception_val=pd.NA, distance=1)
0 [8]
1 [9]
2 []
3 [10]
4 [7]
5 [7]
6 [10]
7 []
8 [9]
9 [8]
```
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