Subhaditya Mukherjee SubhadityaMukherjee

How they felt about themselves -> Attractiveness

ret_cross_attr("attr5_1")

Go out

Several times a week=1
Twice a week=2
Once a week=3
Twice a month=4
Once a month=5
Several times a year=6

df_interests = pd.concat([matched.iloc[:, 47:63], matched["gender"]], axis=1)
df_interests.head(10)

sns.pairplot(df_interests, hue="gender")

Goal

cols2 = [
    "Seemed like a fun night out",
    "To meet new people",
    "To get a date",
    "Looking for a serious relationship",
    "To say I did it",
 "Other",

cols = [
    "Law  ",
    "Math",
    "Social Science, Psychologist ",
    "Medical Science, Pharmaceuticals, and Bio Tech ",
    "Engineering  ",
    "English/Creative Writing/ Journalism ",
 "History/Religion/Philosophy ",

ethnicity

pd.crosstab(index=matched["samerace"], columns="count")

col_0	count
match

	age = pd.crosstab(index=matched["age_o"], columns="count").reset_index()
	age.head(3)
	sns.barplot(x=age["age_o"], y=age["count"]).set_xticklabels(
	rotation=45, labels=age["age_o"]
	)
	;

	to_remove = []

	for a in df.columns:
	if df[a].isna().sum() > 4000:
	to_remove.append(a)

	df = df.drop(to_remove, axis=1)

	df.shape

	df2['match'].shape
	pd.crosstab(index=df2["match"], columns="count")