$1.$ Examining the shared data and selecting the one for further data analysis $-1$ point

$2.$ Producing one plot with two overlapping line charts, one for each arm $-1$ point

$3.$ Giving justification for selecting the particular data $-1$ point

$4.$ Identifying the data of sedentary behavior $-1$ point

$5.$ Producing one plot of line chart using the identified sedentary data $-1$ point

$6.$ Giving justification for the iden$\backslash$fied data $-1$ point

$7.$ Computing B $-2$ point

$8.$ Computing M$3$ for the data of the select patient $-2$ point. Help me choose the dataset. I will mention the $8$ datasets missing values, count zeros and potential outliers. Also give the codes if possible. Dataset $1-$Missing Values:

Accelerometer X $0$

Accelerometer Y $0$

Accelerometer Z $0$

dtype: int$64$

Number of Zeros:

Accelerometer X $2048$

Accelerometer Y $5241$

Accelerometer Z $2648$

dtype: int$64$

Potential Outliers:

Accelerometer X $700$

Accelerometer Y $9664$

Accelerometer Z $118208$

dtype: int$64$ Dataset $2-$ Missing Values:

Accelerometer X $0$

Accelerometer Y $0$

Accelerometer Z $0$

dtype: int$64$

Number of Zeros:

Accelerometer X $418$

Accelerometer Y $6908$

Accelerometer Z $3865$

dtype: int$64$

Potential Outliers:

Accelerometer X $7965$

Accelerometer Y $4778$

Accelerometer Z $1233$

dtype: int$643.$ Missing Values:

Accelerometer X $0$

Accelerometer Y $0$

Accelerometer Z $0$

dtype: int$64$

Number of Zeros:

Accelerometer X $2434$

Accelerometer Y $2830$

Accelerometer Z $3333$

dtype: int$64$

Potential Outliers:

Accelerometer X $940$

Accelerometer Y $96798$

Accelerometer Z $9789$

dtype: int$644.$ Missing Values:

Accelerometer X $0$

Accelerometer Y $0$

Accelerometer Z $0$

dtype: int$64$

Number of Zeros:

Accelerometer X $688$

Accelerometer Y $3007$

Accelerometer Z $1336$

dtype: int$64$

Potential Outliers:

Accelerometer X $12613$

Accelerometer Y $5211$

Accelerometer Z $1105$

dtype: int$645.$ Missing Values:

$-0\mathrm{.}9970$

$-0\mathrm{.}0730$

$0\mathrm{.}1030$

dtype: int$64$

Number of Zeros:

$-0\mathrm{.}997813$

$-0\mathrm{.}073975$

$0\mathrm{.}1031351$

dtype: int$64$

Potential Outliers:

$-0\mathrm{.}997312931$

$-0\mathrm{.}073285913$

$0\mathrm{.}103335610$

dtype: int$646.$ Missing Values:

$0\mathrm{.}9270$

$-0\mathrm{.}0850$

$-0\mathrm{.}370$

dtype: int$64$

Number of Zeros:

$0\mathrm{.}9274260$

$-0\mathrm{.}0851366$

$-0\mathrm{.}37778$

dtype: int$64$

Potential Outliers:

$0\mathrm{.}927218$

$-0\mathrm{.}085111893$

$-0\mathrm{.}37180798$

dtype: int$647.$ Missing Values:

$-0\mathrm{.}1230$

$0\mathrm{.}0150$

$1\mathrm{.}0060$

dtype: int$64$

Number of Zeros:

$-0\mathrm{.}1232493$

$0\mathrm{.}01518266$

$1\mathrm{.}006572$

dtype: int$64$

Potential Outliers:

$-0\mathrm{.}123610049$

$0\mathrm{.}015803089$

$1\mathrm{.}006501520$

dtype: int