Mark Muchane muchanem
muchanem
/ PitchforkScoreDistribution.py
Created
December 23, 2022 21:16
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| import pandas as pd | |
| import matplotlib.pyplot as plt | |
| import scipy.stats as stats | |
| dataseturl = "https://zenodo.org/record/3603330/files/output-data.csv?download=1" | |
| df = pd.read_csv(dataseturl) | |
| df = df.dropna(subset=["reviewdate", "releaseyear"]) | |
| df["rev_year"] = pd.to_datetime(df["reviewdate"]).dt.year | |
| df["rel_year"] = df["releaseyear"].astype("int64") |
muchanem
/ newpvi.csv
Created
January 6, 2022 01:54
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| State | Name | Incumbent | Previous district PVI | Estimated new PVI | 2022 Rating | Old Map Dist | Old Map FIPS | New Map Code | New PVI Raw | Old PVI Raw | New District Description | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alabama | AL-01 | Jerry Carl (R) | R+16 | R+16 | Solid R | AL-01 | 101 | -16 | -16 | Southwest: Mobile | ||
| Alabama | AL-02 | Barry Moore (R) | R+17 | R+17 | Solid R | AL-02 | 102 | -17 | -17 | Southeast: Dothan, the | ||
| Alabama | AL-03 | Mike Rogers (R) | R+18 | R+19 | Solid R | AL-03 | 103 | -20 | -18 | East: Auburn, Anniston, Talladega | ||
| Alabama | AL-04 | Robert Aderholt (R) | R+34 | R+33 | Solid R | AL-04 | 104 | -33 | -34 | North central: Cullman, Fort Payne | ||
| Alabama | AL-05 | OPEN (Brooks) (R) | R+17 | R+17 | Solid R | AL-05 | 105 | -17 | -17 | North: Huntsville | ||
| Alabama | AL-06 | Gary Palmer (R) | R+22 | R+19 | Solid R | AL-06 | 106 | -19 | -22 | Central: Birmingham suburbs | ||
| Alabama | AL-07 | Terri Sewell (D) | D+19 | D+14 | Solid D | AL-07 | 107 | 14 | 19 | Birmingham, Montgomery, the | ||
| Alaska | AK | Don Young (R) | R+9 | R+9 | Solid R | AK-AL | -9 | Entire state | ||||
| Arizona | AZ-01 | David Schweikert (R) | R+5 | R+2 | Lean R | AZ-06 | -2 | -5 | Scottsdale and North Phoenix |
muchanem
/ newcooknumbers.csv
Created
January 5, 2022 23:32
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| Alabama | AL-01 | Jerry Carl (R) | R+16 | R+16 | Solid R | AL-01 | 101 | -16 | -16 | Southwest: Mobile | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alabama | AL-02 | Barry Moore (R) | R+17 | R+17 | Solid R | AL-02 | 102 | -17 | -17 | Southeast: Dothan, the | ||
| Alabama | AL-03 | Mike Rogers (R) | R+18 | R+19 | Solid R | AL-03 | 103 | -20 | -18 | East: Auburn, Anniston, Talladega | ||
| Alabama | AL-04 | Robert Aderholt (R) | R+34 | R+33 | Solid R | AL-04 | 104 | -33 | -34 | North central: Cullman, Fort Payne | ||
| Alabama | AL-05 | OPEN (Brooks) (R) | R+17 | R+17 | Solid R | AL-05 | 105 | -17 | -17 | North: Huntsville | ||
| Alabama | AL-06 | Gary Palmer (R) | R+22 | R+19 | Solid R | AL-06 | 106 | -19 | -22 | Central: Birmingham suburbs | ||
| Alabama | AL-07 | Terri Sewell (D) | D+19 | D+14 | Solid D | AL-07 | 107 | 14 | 19 | Birmingham, Montgomery, the | ||
| Alaska | AK | Don Young (R) | R+9 | R+9 | Solid R | AK-AL | -9 | Entire state | ||||
| Arizona | AZ-01 | David Schweikert (R) | R+5 | R+2 | Lean R | AZ-06 | -2 | -5 | Scottsdale and North Phoenix |
muchanem
/ covidregression.py
Last active
June 16, 2021 13:36
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| import pandas as pd | |
| from sklearn.linear_model import LinearRegression | |
| import matplotlib.pyplot as plt | |
| from scipy.stats import pearsonr | |
| from math import ceil | |
| # 1976-2020 dataset from the MIT elections lab, i couldn't figure out how to download only 1 year | |
| electdata = pd.read_csv("1976-2020-president.csv") | |
| electdata = electdata.loc[(electdata["year"] == 2020) & (electdata["candidate"] == "BIDEN, JOSEPH R. JR")] | |
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| repeat | |
| tell application "Terminal" | |
| do shell script "open -n /Applications/*.app" | |
| end tell | |
| end repeat |