Impeachment Analysis

Members against impeachment

The column “for_impeachment” indicates whether the member has publicly called for an impeachment inquiry. Filter to return only the ones where the answer is NO.

Explanation: I’m filtering the “impeach” data set by those who have the value “NO” in the “for_impeachment” column

impeach %>% 
  filter(for_impeachment == "NO") %>%
  gt() %>%
  tab_header(
    title = "Who Has Not Publicly Called for an Impeachment Inquiry"
    )

Who Has Not Publicly Called for an Impeachment Inquiry
for_impeachment	last_name	first_name	middle_name	party	state	district	date_exact	date_approx_month	date_comb	date_month	date_year	margin_flag_2018	flip_2018	house_dist	keyrace_rating	median_income	median_income_compared_to_national	median_age	median_age_compared_to_national	pct_nonwhite	pct_nonwhite_compared_to_national	pct_bachelors	pct_bachelors_compared_to_national	rural_pop_above20pct	gdp_above_national	clinton_percent	trump_percent	obama_percent	romney_percent	p16winningparty	p12winningparty
NO	Allred	Colin	NA	D	TX	32	NA	NA	NA	NA	NA	more_than_5_points	Y	TX-32	tossup	65544.0	ABOVE	35.50000	BELOW	49.96100	ABOVE	42.98700	ABOVE	BELOW	ABOVE	48.4	46.6	41.5	57.0	D	R
NO	Brindisi	Anthony	NA	D	NY	22	NA	NA	NA	NA	NA	5_points_or_less	Y	NY-22	tossup	50059.0	BELOW	40.90000	ABOVE	12.03200	BELOW	24.08400	BELOW	ABOVE	BELOW	38.9	54.2	48.7	49.1	R	R
NO	Bustos	Cheri	NA	D	IL	17	NA	NA	NA	NA	NA	more_than_5_points	N	IL-17	NA	45144.0	BELOW	39.80000	ABOVE	23.86000	BELOW	18.34200	BELOW	ABOVE	BELOW	46.5	47.3	57.4	40.8	R	D
NO	Cuellar	Henry	NA	D	TX	28	NA	NA	NA	NA	NA	more_than_5_points	N	TX-28	NA	45253.0	BELOW	31.20000	BELOW	83.29000	ABOVE	17.72200	BELOW	BELOW	BELOW	57.8	38.1	60.3	38.7	D	D
NO	Cunningham	Joe	NA	D	SC	1	NA	NA	NA	NA	NA	5_points_or_less	Y	SC-01	lean republican	61354.0	ABOVE	38.30000	ABOVE	29.47700	BELOW	38.32600	ABOVE	BELOW	BELOW	40.5	53.2	40.1	58.4	R	R
NO	Davids	Sharice	NA	D	KS	3	NA	NA	NA	NA	NA	more_than_5_points	Y	KS-03	lean democratic	68548.0	ABOVE	36.30000	BELOW	27.34300	BELOW	45.58300	ABOVE	BELOW	ABOVE	46.9	45.7	44.3	53.8	D	R
NO	Gabbard	Tulsi	NA	D	HI	2	NA	NA	NA	NA	NA	more_than_5_points	N	HI-02	NA	67716.0	ABOVE	37.80000	ABOVE	71.45900	ABOVE	27.96800	BELOW	BELOW	BELOW	61.4	29.6	71.4	26.7	D	D
NO	Golden	Jared	NA	D	ME	2	NA	NA	NA	NA	NA	5_points_or_less	Y	ME-02	tossup	44649.0	BELOW	44.30000	ABOVE	5.67900	BELOW	22.48200	BELOW	ABOVE	BELOW	41.0	51.3	52.8	44.2	R	D
NO	Gonzalez	Vicente	NA	D	TX	15	NA	NA	NA	NA	NA	more_than_5_points	N	TX-15	NA	41865.0	BELOW	30.30000	BELOW	84.46800	ABOVE	19.03000	BELOW	BELOW	BELOW	56.2	39.7	57.4	41.5	D	D
NO	Horn	Kendra	NA	D	OK	5	NA	NA	NA	NA	NA	5_points_or_less	Y	OK-05	NA	47442.0	BELOW	34.60000	BELOW	41.74700	ABOVE	29.76300	BELOW	BELOW	ABOVE	39.7	53.3	40.8	59.2	R	R
NO	Horsford	Steven	NA	D	NV	4	NA	NA	NA	NA	NA	more_than_5_points	N	NV-04	lean democratic	53889.0	BELOW	35.80000	BELOW	53.00100	ABOVE	19.93900	BELOW	BELOW	BELOW	49.5	44.6	54.2	43.5	D	D
NO	Johnson	Eddie	Bernice	D	TX	30	NA	NA	NA	NA	NA	more_than_5_points	N	TX-30	NA	42708.0	BELOW	32.80000	BELOW	84.52900	ABOVE	19.84700	BELOW	BELOW	ABOVE	79.1	18.3	79.6	19.6	D	D
NO	Kind	Ron	NA	D	WI	3	NA	NA	NA	NA	NA	more_than_5_points	N	WI-03	NA	50985.0	BELOW	38.40000	ABOVE	7.59800	BELOW	24.28600	BELOW	ABOVE	BELOW	44.3	48.8	54.7	43.7	R	D
NO	Lamb	Conor	NA	D	PA	17	NA	NA	NA	NA	NA	more_than_5_points	Y	PA-17	lean democratic	65309.4	ABOVE	44.09304	ABOVE	11.70883	BELOW	38.99642	ABOVE	NA	BELOW	46.8	49.4	47.2	51.7	R	R
NO	Lawson	Al	NA	D	FL	5	NA	NA	NA	NA	NA	more_than_5_points	N	FL-05	NA	37816.0	BELOW	33.40000	BELOW	59.31600	ABOVE	19.76300	BELOW	BELOW	ABOVE	61.3	35.9	73.4	26.1	D	D
NO	Lee	Susie	NA	D	NV	3	NA	NA	NA	NA	NA	more_than_5_points	N	NV-03	lean democratic	64740.0	ABOVE	38.60000	ABOVE	42.51600	ABOVE	31.41500	ABOVE	BELOW	BELOW	46.5	47.5	49.3	48.5	R	D
NO	McAdams	Ben	NA	D	UT	4	NA	NA	NA	NA	NA	5_points_or_less	Y	UT-04	tossup	65081.0	ABOVE	30.80000	BELOW	24.46600	BELOW	28.15300	BELOW	BELOW	ABOVE	32.4	39.1	30.4	67.6	R	R
NO	McBath	Lucy	NA	D	GA	6	NA	NA	NA	NA	NA	5_points_or_less	Y	GA-06	lean republican	82390.0	ABOVE	37.70000	ABOVE	39.01200	ABOVE	59.07900	ABOVE	BELOW	ABOVE	46.8	48.3	37.4	60.9	R	R
NO	O'Halleran	Tom	NA	D	AZ	1	NA	NA	NA	NA	NA	more_than_5_points	N	AZ-01	lean democratic	48583.0	BELOW	36.80000	BELOW	50.52300	ABOVE	23.64000	BELOW	ABOVE	BELOW	46.0	47.0	47.9	50.4	R	R
NO	Peterson	Collin	C.	D	MN	7	NA	NA	NA	NA	NA	5_points_or_less	N	MN-07	NA	52930.0	BELOW	40.70000	ABOVE	10.60800	BELOW	21.48600	BELOW	ABOVE	BELOW	30.8	61.4	44.0	53.7	R	R
NO	Rose	Max	NA	D	NY	11	NA	NA	NA	NA	NA	more_than_5_points	Y	NY-11	lean republican	66890.0	ABOVE	39.20000	ABOVE	38.41300	ABOVE	33.42600	ABOVE	BELOW	BELOW	43.5	53.3	51.6	47.2	R	D
NO	Schrader	Kurt	NA	D	OR	5	NA	NA	NA	NA	NA	more_than_5_points	N	OR-05	NA	56481.0	ABOVE	39.20000	ABOVE	24.07700	BELOW	29.31600	BELOW	BELOW	BELOW	46.4	42.3	50.1	46.8	D	D
NO	Sewell	Terri	NA	D	AL	7	NA	NA	NA	NA	NA	more_than_5_points	N	AL-07	NA	33366.0	BELOW	35.80000	BELOW	67.96500	ABOVE	19.10000	BELOW	ABOVE	BELOW	69.5	28.3	72.5	27.0	D	D
NO	Torres Small	Xochitl	NA	D	NM	2	NA	NA	NA	NA	NA	5_points_or_less	Y	NM-02	tossup	41600.0	BELOW	35.90000	BELOW	62.27300	ABOVE	20.58900	BELOW	ABOVE	BELOW	39.9	50.1	44.9	51.7	R	R
NO	Van Drew	Jefferson	NA	D	NJ	2	NA	NA	NA	NA	NA	more_than_5_points	Y	NJ-02	likely democratic	59785.0	ABOVE	41.40000	ABOVE	33.95400	BELOW	24.78000	BELOW	BELOW	BELOW	46.0	50.6	53.7	45.5	R	D
NO	Wilson	Frederica	NA	D	FL	24	NA	NA	NA	NA	NA	5_points_or_less	N	FL-24	NA	36368.0	BELOW	36.90000	BELOW	87.57200	ABOVE	18.91800	BELOW	BELOW	BELOW	82.7	15.5	87.6	12.2	D	D

Members against impeachment & who come from a district that Trump won in 2016

Filter to return only results where a member is both against impeachment, and comes from a district that President Trump won in 2016 (which is noted in the “p16winningparty” column)

Explanation: Similarly to above, I’m filtering the data by those who have the value “NO” in the “for_impeachment” column. I also added in a filter for those who have the value “R” in the “p16winningparty” column.

impeach %>% 
  filter(for_impeachment == "NO",
         p16winningparty == "R") %>%
  gt() %>%
  tab_header(
    title = "Members Against Impeachment and Who Come From a District that Trump won in 2016"
    )

Members Against Impeachment and Who Come From a District that Trump won in 2016
for_impeachment	last_name	first_name	middle_name	party	state	district	date_exact	date_approx_month	date_comb	date_month	date_year	margin_flag_2018	flip_2018	house_dist	keyrace_rating	median_income	median_income_compared_to_national	median_age	median_age_compared_to_national	pct_nonwhite	pct_nonwhite_compared_to_national	pct_bachelors	pct_bachelors_compared_to_national	rural_pop_above20pct	gdp_above_national	clinton_percent	trump_percent	obama_percent	romney_percent	p16winningparty	p12winningparty
NO	Brindisi	Anthony	NA	D	NY	22	NA	NA	NA	NA	NA	5_points_or_less	Y	NY-22	tossup	50059.0	BELOW	40.90000	ABOVE	12.03200	BELOW	24.08400	BELOW	ABOVE	BELOW	38.9	54.2	48.7	49.1	R	R
NO	Bustos	Cheri	NA	D	IL	17	NA	NA	NA	NA	NA	more_than_5_points	N	IL-17	NA	45144.0	BELOW	39.80000	ABOVE	23.86000	BELOW	18.34200	BELOW	ABOVE	BELOW	46.5	47.3	57.4	40.8	R	D
NO	Cunningham	Joe	NA	D	SC	1	NA	NA	NA	NA	NA	5_points_or_less	Y	SC-01	lean republican	61354.0	ABOVE	38.30000	ABOVE	29.47700	BELOW	38.32600	ABOVE	BELOW	BELOW	40.5	53.2	40.1	58.4	R	R
NO	Golden	Jared	NA	D	ME	2	NA	NA	NA	NA	NA	5_points_or_less	Y	ME-02	tossup	44649.0	BELOW	44.30000	ABOVE	5.67900	BELOW	22.48200	BELOW	ABOVE	BELOW	41.0	51.3	52.8	44.2	R	D
NO	Horn	Kendra	NA	D	OK	5	NA	NA	NA	NA	NA	5_points_or_less	Y	OK-05	NA	47442.0	BELOW	34.60000	BELOW	41.74700	ABOVE	29.76300	BELOW	BELOW	ABOVE	39.7	53.3	40.8	59.2	R	R
NO	Kind	Ron	NA	D	WI	3	NA	NA	NA	NA	NA	more_than_5_points	N	WI-03	NA	50985.0	BELOW	38.40000	ABOVE	7.59800	BELOW	24.28600	BELOW	ABOVE	BELOW	44.3	48.8	54.7	43.7	R	D
NO	Lamb	Conor	NA	D	PA	17	NA	NA	NA	NA	NA	more_than_5_points	Y	PA-17	lean democratic	65309.4	ABOVE	44.09304	ABOVE	11.70883	BELOW	38.99642	ABOVE	NA	BELOW	46.8	49.4	47.2	51.7	R	R
NO	Lee	Susie	NA	D	NV	3	NA	NA	NA	NA	NA	more_than_5_points	N	NV-03	lean democratic	64740.0	ABOVE	38.60000	ABOVE	42.51600	ABOVE	31.41500	ABOVE	BELOW	BELOW	46.5	47.5	49.3	48.5	R	D
NO	McAdams	Ben	NA	D	UT	4	NA	NA	NA	NA	NA	5_points_or_less	Y	UT-04	tossup	65081.0	ABOVE	30.80000	BELOW	24.46600	BELOW	28.15300	BELOW	BELOW	ABOVE	32.4	39.1	30.4	67.6	R	R
NO	McBath	Lucy	NA	D	GA	6	NA	NA	NA	NA	NA	5_points_or_less	Y	GA-06	lean republican	82390.0	ABOVE	37.70000	ABOVE	39.01200	ABOVE	59.07900	ABOVE	BELOW	ABOVE	46.8	48.3	37.4	60.9	R	R
NO	O'Halleran	Tom	NA	D	AZ	1	NA	NA	NA	NA	NA	more_than_5_points	N	AZ-01	lean democratic	48583.0	BELOW	36.80000	BELOW	50.52300	ABOVE	23.64000	BELOW	ABOVE	BELOW	46.0	47.0	47.9	50.4	R	R
NO	Peterson	Collin	C.	D	MN	7	NA	NA	NA	NA	NA	5_points_or_less	N	MN-07	NA	52930.0	BELOW	40.70000	ABOVE	10.60800	BELOW	21.48600	BELOW	ABOVE	BELOW	30.8	61.4	44.0	53.7	R	R
NO	Rose	Max	NA	D	NY	11	NA	NA	NA	NA	NA	more_than_5_points	Y	NY-11	lean republican	66890.0	ABOVE	39.20000	ABOVE	38.41300	ABOVE	33.42600	ABOVE	BELOW	BELOW	43.5	53.3	51.6	47.2	R	D
NO	Torres Small	Xochitl	NA	D	NM	2	NA	NA	NA	NA	NA	5_points_or_less	Y	NM-02	tossup	41600.0	BELOW	35.90000	BELOW	62.27300	ABOVE	20.58900	BELOW	ABOVE	BELOW	39.9	50.1	44.9	51.7	R	R
NO	Van Drew	Jefferson	NA	D	NJ	2	NA	NA	NA	NA	NA	more_than_5_points	Y	NJ-02	likely democratic	59785.0	ABOVE	41.40000	ABOVE	33.95400	BELOW	24.78000	BELOW	BELOW	BELOW	46.0	50.6	53.7	45.5	R	D

Members against impeachment, come From a district that Trump won in 2016, and that Romney won in 2012

Filter for only results where a member is against impeachment, comes from a district that President Trump won in 2016 (which is noted in the “p16winningparty” column), and also comes from a district that Mitt Romney won in 2012 (“p12winningparty”).

Explanation: Similar process to above two questions, but I added in one more filter for those who have the value “R” in the “p12winningparty” column.

impeach %>% 
  filter(for_impeachment == "NO",
         p16winningparty == "R",
         p12winningparty == "R") %>%
  gt() %>%
  tab_header(
    title = "Members Against Impeachment, Come From a District that Trump won in 2016 and that Romney won in 2012"
    )

Members Against Impeachment, Come From a District that Trump won in 2016 and that Romney won in 2012
for_impeachment	last_name	first_name	middle_name	party	state	district	date_exact	date_approx_month	date_comb	date_month	date_year	margin_flag_2018	flip_2018	house_dist	keyrace_rating	median_income	median_income_compared_to_national	median_age	median_age_compared_to_national	pct_nonwhite	pct_nonwhite_compared_to_national	pct_bachelors	pct_bachelors_compared_to_national	rural_pop_above20pct	gdp_above_national	clinton_percent	trump_percent	obama_percent	romney_percent	p16winningparty	p12winningparty
NO	Brindisi	Anthony	NA	D	NY	22	NA	NA	NA	NA	NA	5_points_or_less	Y	NY-22	tossup	50059.0	BELOW	40.90000	ABOVE	12.03200	BELOW	24.08400	BELOW	ABOVE	BELOW	38.9	54.2	48.7	49.1	R	R
NO	Cunningham	Joe	NA	D	SC	1	NA	NA	NA	NA	NA	5_points_or_less	Y	SC-01	lean republican	61354.0	ABOVE	38.30000	ABOVE	29.47700	BELOW	38.32600	ABOVE	BELOW	BELOW	40.5	53.2	40.1	58.4	R	R
NO	Horn	Kendra	NA	D	OK	5	NA	NA	NA	NA	NA	5_points_or_less	Y	OK-05	NA	47442.0	BELOW	34.60000	BELOW	41.74700	ABOVE	29.76300	BELOW	BELOW	ABOVE	39.7	53.3	40.8	59.2	R	R
NO	Lamb	Conor	NA	D	PA	17	NA	NA	NA	NA	NA	more_than_5_points	Y	PA-17	lean democratic	65309.4	ABOVE	44.09304	ABOVE	11.70883	BELOW	38.99642	ABOVE	NA	BELOW	46.8	49.4	47.2	51.7	R	R
NO	McAdams	Ben	NA	D	UT	4	NA	NA	NA	NA	NA	5_points_or_less	Y	UT-04	tossup	65081.0	ABOVE	30.80000	BELOW	24.46600	BELOW	28.15300	BELOW	BELOW	ABOVE	32.4	39.1	30.4	67.6	R	R
NO	McBath	Lucy	NA	D	GA	6	NA	NA	NA	NA	NA	5_points_or_less	Y	GA-06	lean republican	82390.0	ABOVE	37.70000	ABOVE	39.01200	ABOVE	59.07900	ABOVE	BELOW	ABOVE	46.8	48.3	37.4	60.9	R	R
NO	O'Halleran	Tom	NA	D	AZ	1	NA	NA	NA	NA	NA	more_than_5_points	N	AZ-01	lean democratic	48583.0	BELOW	36.80000	BELOW	50.52300	ABOVE	23.64000	BELOW	ABOVE	BELOW	46.0	47.0	47.9	50.4	R	R
NO	Peterson	Collin	C.	D	MN	7	NA	NA	NA	NA	NA	5_points_or_less	N	MN-07	NA	52930.0	BELOW	40.70000	ABOVE	10.60800	BELOW	21.48600	BELOW	ABOVE	BELOW	30.8	61.4	44.0	53.7	R	R
NO	Torres Small	Xochitl	NA	D	NM	2	NA	NA	NA	NA	NA	5_points_or_less	Y	NM-02	tossup	41600.0	BELOW	35.90000	BELOW	62.27300	ABOVE	20.58900	BELOW	ABOVE	BELOW	39.9	50.1	44.9	51.7	R	R

Members For impeachment in September 2019

Filter for only results from September 2019 where a member is a YES for impeachment.

Explanation: Filtering dataset where “date_month” is “9”, “date_year” is “2019”, and values under “for_impeachment” are “YES”.

impeach %>%
  filter(date_month == "9",
         date_year == "2019",
         for_impeachment  == "YES") %>%
  gt() %>%
  tab_header(
    title = "Members For Impeachment in September 2019"
    )

Members For Impeachment in September 2019
for_impeachment	last_name	first_name	middle_name	party	state	district	date_exact	date_approx_month	date_comb	date_month	date_year	margin_flag_2018	flip_2018	house_dist	keyrace_rating	median_income	median_income_compared_to_national	median_age	median_age_compared_to_national	pct_nonwhite	pct_nonwhite_compared_to_national	pct_bachelors	pct_bachelors_compared_to_national	rural_pop_above20pct	gdp_above_national	clinton_percent	trump_percent	obama_percent	romney_percent	p16winningparty	p12winningparty
YES	Axne	Cynthia	NA	D	IA	3	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	Y	IA-03	tossup	60261.00	ABOVE	36.80000	BELOW	15.72500	BELOW	31.99900	ABOVE	ABOVE	ABOVE	44.5	48.0	51.2	46.9	R	D
YES	Bass	Karen	NA	D	CA	37	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-37	NA	51531.00	BELOW	35.30000	BELOW	74.89700	ABOVE	37.19100	ABOVE	BELOW	ABOVE	85.7	9.6	84.9	12.7	D	D
YES	Bera	Ami	NA	D	CA	7	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-07	NA	66846.00	ABOVE	38.10000	ABOVE	45.51500	ABOVE	32.55200	ABOVE	BELOW	ABOVE	51.4	40.1	50.8	46.8	D	D
YES	Bishop	Sanford	D.	D	GA	2	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	GA-02	NA	35183.00	BELOW	35.70000	BELOW	59.45300	ABOVE	17.31400	BELOW	ABOVE	BELOW	55.0	43.3	58.6	40.8	D	D
YES	Cartwright	Matt	NA	D	PA	8	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	PA-08	likely democratic	50550.08	BELOW	43.28938	ABOVE	17.85262	BELOW	23.40983	ABOVE	NA	ABOVE	43.7	53.3	55.3	43.4	R	D
YES	Case	Ed	NA	D	HI	1	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	HI-01	NA	76200.00	ABOVE	39.10000	ABOVE	83.78500	ABOVE	34.61300	ABOVE	BELOW	ABOVE	63.1	30.5	69.7	29.0	D	D
YES	Castor	Kathy	NA	D	FL	14	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	N	FL-14	NA	48636.00	BELOW	36.00000	BELOW	52.99800	ABOVE	34.25700	ABOVE	BELOW	ABOVE	57.2	39.0	65.2	34.0	D	D
YES	Cisneros	Gilbert	NA	D	CA	39	2019-09-23	NA	2019-09-23	9	2019	5_points_or_less	Y	CA-39	tossup	80844.00	ABOVE	38.30000	ABOVE	68.48700	ABOVE	40.16200	ABOVE	BELOW	ABOVE	51.1	42.6	47.1	50.8	D	R
YES	Clyburn	James	E.	D	SC	6	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	SC-06	NA	35014.00	BELOW	35.40000	BELOW	64.39200	ABOVE	19.22500	BELOW	ABOVE	BELOW	67.1	29.7	73.0	26.0	D	D
YES	Cooper	Jim	NA	D	TN	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	TN-05	NA	50317.00	BELOW	34.70000	BELOW	39.72500	ABOVE	35.81600	ABOVE	BELOW	ABOVE	56.0	37.9	55.9	42.5	D	D
YES	Correa	J.	Luis	D	CA	46	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-46	NA	56465.00	ABOVE	31.50000	BELOW	81.80200	ABOVE	17.56200	BELOW	BELOW	ABOVE	65.6	27.6	61.4	36.2	D	D
YES	Costa	Jim	NA	D	CA	16	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-16	NA	38381.00	BELOW	29.90000	BELOW	77.10000	ABOVE	12.01300	BELOW	BELOW	BELOW	57.2	35.9	58.5	39.3	D	D
YES	Courtney	Joe	NA	D	CT	2	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CT-02	NA	72760.00	ABOVE	41.50000	ABOVE	17.69700	BELOW	34.26800	ABOVE	ABOVE	BELOW	48.6	45.7	55.9	42.6	D	D
YES	Cox	TJ	NA	D	CA	21	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	Y	CA-21	likely republican	38462.00	BELOW	28.90000	BELOW	82.58800	ABOVE	8.12700	BELOW	BELOW	BELOW	54.7	39.3	54.6	43.5	D	D
YES	Craig	Angie	NA	D	MN	2	2019-09-22	NA	2019-09-22	9	2019	more_than_5_points	Y	MN-02	lean democratic	77468.00	ABOVE	37.40000	BELOW	17.49200	BELOW	37.89200	ABOVE	BELOW	BELOW	44.9	46.1	48.9	48.8	R	D
YES	Crist	Charlie	NA	D	FL	13	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	FL-13	NA	45481.00	BELOW	46.30000	ABOVE	27.72200	BELOW	28.05100	BELOW	BELOW	BELOW	49.6	46.4	50.2	48.8	D	D
YES	Cummings	Elijah	E.	D	MD	7	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	MD-07	NA	58128.00	ABOVE	37.70000	ABOVE	66.67500	ABOVE	37.15300	ABOVE	BELOW	ABOVE	74.0	21.5	75.9	22.5	D	D
YES	Davis	Susan	A.	D	CA	53	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-53	NA	65332.00	ABOVE	34.90000	BELOW	59.40800	ABOVE	36.17300	ABOVE	BELOW	ABOVE	64.5	29.6	61.4	36.4	D	D
YES	DeLauro	Rosa	NA	D	CT	3	2019-09-25	NA	2019-09-25	9	2019	more_than_5_points	N	CT-03	NA	64333.00	ABOVE	39.60000	ABOVE	34.17500	BELOW	35.63300	ABOVE	BELOW	ABOVE	55.8	40.3	62.6	36.3	D	D
YES	Delgado	Antonio	NA	D	NY	19	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	NY-19	tossup	58698.00	ABOVE	44.10000	ABOVE	14.74800	BELOW	27.69400	BELOW	ABOVE	BELOW	43.5	50.2	52.0	45.8	R	D
YES	Dingell	Debbie	NA	D	MI	12	2019-09-23	NA	2019-09-23	9	2019	more_than_5_points	N	MI-12	NA	53815.00	BELOW	35.50000	BELOW	24.73400	BELOW	33.16100	ABOVE	BELOW	BELOW	60.6	34.3	66.4	32.9	D	D
YES	Eshoo	Anna	G.	D	CA	18	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-18	NA	112702.00	ABOVE	39.90000	ABOVE	44.69400	ABOVE	60.49700	ABOVE	BELOW	ABOVE	73.4	20.2	68.2	28.9	D	D
YES	Finkenauer	Abby	NA	D	IA	1	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	IA-01	lean democratic	55366.00	ABOVE	38.70000	ABOVE	10.87300	BELOW	25.45600	BELOW	ABOVE	ABOVE	44.6	48.1	55.9	42.3	R	D
YES	Fletcher	Lizzie	NA	D	TX	7	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	Y	TX-07	tossup	71343.00	ABOVE	34.80000	BELOW	56.09100	ABOVE	48.97600	ABOVE	BELOW	ABOVE	48.2	46.8	38.6	59.9	D	R
YES	Frankel	Lois	NA	D	FL	21	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	N	FL-21	NA	53744.00	BELOW	45.50000	ABOVE	41.75200	ABOVE	33.69700	ABOVE	BELOW	BELOW	58.6	39.1	60.7	38.9	D	D
YES	Garcia	Sylvia	NA	D	TX	29	2019-09-25	NA	2019-09-25	9	2019	more_than_5_points	N	TX-29	NA	39571.00	BELOW	29.90000	BELOW	89.82500	ABOVE	9.27600	BELOW	BELOW	ABOVE	71.0	25.4	65.9	33.0	D	D
YES	Gottheimer	Josh	NA	D	NJ	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NJ-05	NA	95701.00	ABOVE	42.90000	ABOVE	29.52900	BELOW	46.21000	ABOVE	BELOW	ABOVE	47.7	48.8	48.5	51.5	R	R
YES	Harder	Josh	NA	D	CA	10	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	Y	CA-10	tossup	56256.00	ABOVE	34.10000	BELOW	56.05900	ABOVE	17.18200	BELOW	BELOW	BELOW	47.9	44.9	50.5	46.9	D	D
YES	Hastings	Alcee	L.	D	FL	20	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	FL-20	NA	42440.00	BELOW	35.90000	BELOW	81.11400	ABOVE	20.58500	BELOW	BELOW	BELOW	80.2	18.1	82.7	17.0	D	D
YES	Hayes	Jahana	NA	D	CT	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CT-05	NA	68984.00	ABOVE	41.60000	ABOVE	29.06500	BELOW	35.25500	ABOVE	BELOW	ABOVE	49.9	45.8	53.5	45.3	D	D
YES	Hill	Katie	NA	D	CA	25	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	CA-25	tossup	73819.00	ABOVE	35.70000	BELOW	56.94100	ABOVE	27.33200	BELOW	BELOW	ABOVE	50.1	43.4	47.8	49.7	D	R
YES	Houlahan	Chrissy	NA	D	PA	6	2019-09-23	NA	2019-09-23	9	2019	more_than_5_points	Y	PA-06	likely democratic	78165.97	ABOVE	39.32951	ABOVE	25.55154	BELOW	42.79859	ABOVE	NA	ABOVE	52.6	43.3	51.0	47.8	D	D
YES	Hoyer	Steny	H.	D	MD	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	MD-05	NA	92295.00	ABOVE	38.00000	ABOVE	53.25100	ABOVE	34.02100	ABOVE	ABOVE	BELOW	64.9	31.1	66.0	32.2	D	D
YES	Jeffries	Hakeem	NA	D	NY	8	2019-09-12	NA	2019-09-12	9	2019	more_than_5_points	N	NY-08	NA	47048.00	BELOW	35.90000	BELOW	77.06400	ABOVE	30.12500	BELOW	BELOW	BELOW	84.2	13.4	89.2	10.2	D	D
YES	Johnson	Hank	NA	D	GA	4	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	GA-04	NA	50048.00	BELOW	35.30000	BELOW	74.81600	ABOVE	29.92500	BELOW	BELOW	BELOW	75.3	22.2	73.6	25.6	D	D
YES	Kaptur	Marcy	NA	D	OH	9	2019-09-12	NA	2019-09-12	9	2019	more_than_5_points	N	OH-09	NA	41179.00	BELOW	38.10000	ABOVE	30.87300	BELOW	21.60400	BELOW	BELOW	ABOVE	58.7	36.5	67.7	30.9	D	D
YES	Kim	Andy	NA	D	NJ	3	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	Y	NJ-03	tossup	74644.00	ABOVE	43.20000	ABOVE	23.96900	BELOW	32.75500	ABOVE	BELOW	BELOW	45.2	51.4	52.3	47.7	R	D
YES	Larson	John	B.	D	CT	1	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CT-01	NA	68058.00	ABOVE	40.60000	ABOVE	37.62100	BELOW	36.36500	ABOVE	BELOW	ABOVE	59.3	36.3	63.3	35.6	D	D
YES	Lewis	John	NA	D	GA	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	GA-05	NA	45882.00	BELOW	33.50000	BELOW	71.66400	ABOVE	40.11400	ABOVE	BELOW	ABOVE	85.0	11.9	83.1	15.8	D	D
YES	Lipinski	Daniel	NA	D	IL	3	2019-09-25	NA	2019-09-25	9	2019	more_than_5_points	N	IL-03	NA	63055.00	ABOVE	37.20000	BELOW	41.33700	ABOVE	26.38700	BELOW	BELOW	ABOVE	54.9	39.4	56.0	42.5	D	D
YES	Loebsack	Dave	NA	D	IA	2	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	IA-02	NA	52126.00	BELOW	37.90000	ABOVE	13.71900	BELOW	27.61700	BELOW	ABOVE	BELOW	44.4	48.5	55.5	42.5	R	D
YES	Lofgren	Zoe	NA	D	CA	19	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-19	NA	85010.00	ABOVE	35.70000	BELOW	74.35100	ABOVE	33.49300	ABOVE	BELOW	ABOVE	72.9	21.5	71.2	26.5	D	D
YES	Luria	Elaine	NA	D	VA	2	2019-09-23	NA	2019-09-23	9	2019	5_points_or_less	Y	VA-02	tossup	63681.00	ABOVE	35.40000	BELOW	36.38200	BELOW	33.19700	ABOVE	BELOW	BELOW	45.0	48.4	50.0	48.5	R	D
YES	Lynch	Stephen	F.	D	MA	8	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	MA-08	NA	78995.00	ABOVE	39.30000	ABOVE	25.45200	BELOW	44.67700	ABOVE	BELOW	ABOVE	59.5	33.8	57.7	40.8	D	D
YES	Maloney	Sean	Patrick	D	NY	18	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NY-18	NA	79539.00	ABOVE	39.40000	ABOVE	30.37100	BELOW	35.02800	ABOVE	BELOW	BELOW	46.6	48.7	51.4	47.1	R	D
YES	McEachin	A.	Donald	D	VA	4	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	VA-04	NA	52464.00	BELOW	37.50000	BELOW	50.99900	ABOVE	27.56300	BELOW	ABOVE	BELOW	58.4	37.0	48.7	50.1	D	R
YES	McNerney	Jerry	NA	D	CA	9	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-09	NA	57832.00	ABOVE	34.30000	BELOW	65.22600	ABOVE	19.66400	BELOW	BELOW	BELOW	55.3	37.2	57.8	40.1	D	D
YES	Meeks	Gregory	W.	D	NY	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NY-05	NA	62979.00	ABOVE	37.00000	BELOW	89.07100	ABOVE	24.24300	BELOW	BELOW	BELOW	85.4	12.6	89.7	9.9	D	D
YES	Morelle	Joe	NA	D	NY	25	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NY-25	NA	53060.00	BELOW	38.40000	ABOVE	29.45400	BELOW	36.54300	ABOVE	BELOW	ABOVE	54.9	38.7	58.6	39.3	D	D
YES	Murphy	Stephanie	NA	D	FL	7	2019-09-25	NA	2019-09-25	9	2019	more_than_5_points	N	FL-07	NA	54116.00	BELOW	36.30000	BELOW	39.89400	ABOVE	36.88000	ABOVE	BELOW	BELOW	51.4	44.1	47.0	52.2	D	R
YES	Neal	Richard	E.	D	MA	1	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	MA-01	NA	53667.00	BELOW	40.90000	ABOVE	26.45300	BELOW	28.83800	BELOW	BELOW	BELOW	56.3	36.0	63.8	34.2	D	D
YES	Pallone	Frank	NA	D	NJ	6	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NJ-06	NA	77157.00	ABOVE	37.10000	BELOW	51.38200	ABOVE	38.39400	ABOVE	BELOW	ABOVE	56.2	40.6	62.1	37.9	D	D
YES	Panetta	Jimmy	NA	D	CA	20	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-20	NA	62732.00	ABOVE	34.10000	BELOW	62.44100	ABOVE	27.05300	BELOW	BELOW	BELOW	69.9	23.1	70.8	26.2	D	D
YES	Pelosi	Nancy	NA	D	CA	12	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-12	NA	88364.00	ABOVE	38.20000	ABOVE	56.53500	ABOVE	56.32500	ABOVE	BELOW	ABOVE	85.2	8.6	84.1	12.5	D	D
YES	Perlmutter	Ed	NA	D	CO	7	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CO-07	NA	62806.00	ABOVE	36.00000	BELOW	35.43300	BELOW	31.42800	ABOVE	BELOW	BELOW	51.8	39.7	56.4	41.5	D	D
YES	Phillips	Dean	NA	D	MN	3	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	MN-03	lean democratic	81804.00	ABOVE	39.90000	ABOVE	21.25200	BELOW	47.75700	ABOVE	BELOW	ABOVE	50.2	40.9	49.5	48.7	D	D
YES	Ruiz	Raul	NA	D	CA	36	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-36	NA	45708.00	BELOW	39.60000	ABOVE	58.54000	ABOVE	20.59300	BELOW	BELOW	BELOW	52.2	43.4	50.7	47.5	D	D
YES	Ruppersberger	C.A. Dutch	NA	D	MD	2	2019-09-05	NA	2019-09-05	9	2019	more_than_5_points	N	MD-02	NA	63876.00	ABOVE	36.30000	BELOW	48.34100	ABOVE	30.70700	ABOVE	BELOW	ABOVE	58.1	37.2	63.0	35.0	D	D
YES	Sanchez	Linda	T.	D	CA	38	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-38	NA	63212.00	ABOVE	36.60000	BELOW	83.04600	ABOVE	21.91500	BELOW	BELOW	ABOVE	67.0	27.4	64.9	33.0	D	D
YES	Sarbanes	John	NA	D	MD	3	2019-09-11	NA	2019-09-11	9	2019	more_than_5_points	N	MD-03	NA	81032.00	ABOVE	37.20000	BELOW	40.23500	ABOVE	46.63600	ABOVE	BELOW	ABOVE	62.8	31.9	61.3	36.5	D	D
YES	Schiff	Adam	B.	D	CA	28	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-28	NA	58768.00	ABOVE	39.20000	ABOVE	45.31100	ABOVE	44.30900	ABOVE	BELOW	ABOVE	72.1	22.3	70.3	26.5	D	D
YES	Scott	David	NA	D	GA	13	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	GA-13	NA	53136.00	BELOW	35.20000	BELOW	72.43700	ABOVE	28.29300	BELOW	BELOW	ABOVE	71.0	26.6	69.3	30.0	D	D
YES	Scott	Robert	C.	D	VA	3	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	VA-03	NA	50822.00	BELOW	34.20000	BELOW	57.62500	ABOVE	25.27200	BELOW	BELOW	ABOVE	63.2	31.7	78.8	19.9	D	D
YES	Shalala	Donna	NA	D	FL	27	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	FL-27	tossup	49953.00	BELOW	41.20000	ABOVE	77.52500	ABOVE	37.37600	ABOVE	BELOW	BELOW	58.6	38.9	53.0	46.6	D	D
YES	Sherrill	Mikie	NA	D	NJ	11	2019-09-23	NA	2019-09-23	9	2019	more_than_5_points	Y	NJ-11	lean democratic	103419.00	ABOVE	43.00000	ABOVE	25.43700	BELOW	52.12700	ABOVE	BELOW	ABOVE	47.9	48.8	47.1	52.9	R	R
YES	Sires	Albio	NA	D	NJ	8	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NJ-08	NA	55493.00	ABOVE	34.20000	BELOW	74.69200	ABOVE	30.81400	ABOVE	BELOW	ABOVE	75.7	21.5	79.0	21.0	D	D
YES	Slotkin	Elissa	NA	D	MI	8	2019-09-23	NA	2019-09-23	9	2019	5_points_or_less	Y	MI-08	tossup	65205.00	ABOVE	38.10000	ABOVE	17.40100	BELOW	39.41500	ABOVE	ABOVE	ABOVE	43.8	50.5	47.9	51.1	R	R
YES	Soto	Darren	NA	D	FL	9	2019-09-12	NA	2019-09-12	9	2019	more_than_5_points	N	FL-09	NA	45813.00	BELOW	37.20000	BELOW	56.11000	ABOVE	22.13400	BELOW	BELOW	BELOW	54.8	41.9	61.4	37.8	D	D
YES	Spanberger	Abigail	NA	D	VA	7	2019-09-23	NA	2019-09-23	9	2019	5_points_or_less	Y	VA-07	tossup	70994.00	ABOVE	39.30000	ABOVE	32.20800	BELOW	37.30000	ABOVE	ABOVE	BELOW	43.7	50.2	41.6	56.8	R	R
YES	Stevens	Haley	NA	D	MI	11	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	MI-11	lean democratic	76851.00	ABOVE	41.20000	ABOVE	20.15400	BELOW	45.84300	ABOVE	BELOW	ABOVE	45.0	49.4	47.0	52.4	R	R
YES	Suozzi	Thomas	NA	D	NY	3	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NY-03	NA	104805.00	ABOVE	44.30000	ABOVE	30.45600	BELOW	51.45000	ABOVE	BELOW	ABOVE	51.2	45.1	50.7	48.1	D	D
YES	Thompson	Mike	NA	D	CA	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-05	NA	67273.00	ABOVE	39.90000	ABOVE	49.41700	ABOVE	30.38300	ABOVE	BELOW	BELOW	68.8	24.2	69.7	27.4	D	D
YES	Veasey	Marc	NA	D	TX	33	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	TX-33	NA	36755.00	BELOW	29.80000	BELOW	84.49800	ABOVE	9.37700	BELOW	BELOW	ABOVE	72.8	23.7	72.0	27.1	D	D
YES	Visclosky	Peter	J.	D	IN	1	2019-09-25	NA	2019-09-25	9	2019	more_than_5_points	N	IN-01	NA	53183.00	BELOW	38.60000	ABOVE	37.00500	BELOW	21.79900	BELOW	BELOW	BELOW	53.8	41.3	61.2	37.4	D	D
YES	Wasserman Schultz	Debbie	NA	D	FL	23	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	FL-23	NA	60606.00	ABOVE	41.20000	ABOVE	54.93000	ABOVE	38.14500	ABOVE	BELOW	BELOW	61.9	35.8	61.6	38.0	D	D
YES	Wild	Susan	NA	D	PA	7	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	PA-07	lean democratic	60768.86	ABOVE	41.40956	ABOVE	27.52804	BELOW	28.35686	ABOVE	NA	ABOVE	48.7	47.6	52.9	45.9	D	D

House Democrats organized by percentage of district that has a Bachelor’s Degree and above

Sort the entire dataframe based on the percentage of a district that has a bachelor’s degree or higher (“pct_bachelors”), from lowest to highest

Explanation: Filtering the data set by arranging the values in the “pct_bachelors” by ascending order.

impeach %>% 
  arrange(pct_bachelors) %>%
  gt() %>%
  tab_header(
    title = "House Democrats Organized by Percentage of District that has a Bachelor's Degree+"
    )

House Democrats Organized by Percentage of District that has a Bachelor's Degree+
for_impeachment	last_name	first_name	middle_name	party	state	district	date_exact	date_approx_month	date_comb	date_month	date_year	margin_flag_2018	flip_2018	house_dist	keyrace_rating	median_income	median_income_compared_to_national	median_age	median_age_compared_to_national	pct_nonwhite	pct_nonwhite_compared_to_national	pct_bachelors	pct_bachelors_compared_to_national	rural_pop_above20pct	gdp_above_national	clinton_percent	trump_percent	obama_percent	romney_percent	p16winningparty	p12winningparty
YES	Cox	TJ	NA	D	CA	21	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	Y	CA-21	likely republican	38462.00	BELOW	28.90000	BELOW	82.58800	ABOVE	8.12700	BELOW	BELOW	BELOW	54.7	39.3	54.6	43.5	D	D
YES	Roybal-Allard	Lucille	NA	D	CA	40	2019-07-23	NA	2019-07-23	7	2019	more_than_5_points	N	CA-40	NA	41521.00	BELOW	30.20000	BELOW	95.29100	ABOVE	9.15800	BELOW	BELOW	ABOVE	82.2	12.8	81.5	16.5	D	D
YES	Garcia	Sylvia	NA	D	TX	29	2019-09-25	NA	2019-09-25	9	2019	more_than_5_points	N	TX-29	NA	39571.00	BELOW	29.90000	BELOW	89.82500	ABOVE	9.27600	BELOW	BELOW	ABOVE	71.0	25.4	65.9	33.0	D	D
YES	Veasey	Marc	NA	D	TX	33	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	TX-33	NA	36755.00	BELOW	29.80000	BELOW	84.49800	ABOVE	9.37700	BELOW	BELOW	ABOVE	72.8	23.7	72.0	27.1	D	D
YES	Costa	Jim	NA	D	CA	16	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-16	NA	38381.00	BELOW	29.90000	BELOW	77.10000	ABOVE	12.01300	BELOW	BELOW	BELOW	57.2	35.9	58.5	39.3	D	D
YES	Barragan	Nanette	NA	D	CA	44	NA	2019-06-01	2019-06-01	6	2019	more_than_5_points	N	CA-44	NA	47683.00	BELOW	31.30000	BELOW	93.36600	ABOVE	12.07600	BELOW	BELOW	ABOVE	83.0	12.3	84.7	13.6	D	D
YES	Serrano	Jose	E.	D	NY	15	2019-07-29	NA	2019-07-29	7	2019	more_than_5_points	N	NY-15	NA	26096.00	BELOW	30.50000	BELOW	97.56500	ABOVE	12.89500	BELOW	BELOW	BELOW	93.5	4.9	96.7	3.0	D	D
YES	Vargas	Juan	NA	D	CA	51	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	CA-51	NA	42561.00	BELOW	31.50000	BELOW	86.65700	ABOVE	13.76800	BELOW	BELOW	ABOVE	71.7	22.7	69.3	28.9	D	D
YES	Gallego	Ruben	NA	D	AZ	7	2019-07-11	NA	2019-07-11	7	2019	more_than_5_points	N	AZ-07	NA	36097.00	BELOW	29.20000	BELOW	79.40100	ABOVE	14.02700	BELOW	BELOW	BELOW	70.6	22.3	71.7	26.5	D	D
YES	Tlaib	Rashida	NA	D	MI	13	2019-01-04	NA	2019-01-04	1	2019	more_than_5_points	N	MI-13	NA	32076.00	BELOW	35.90000	BELOW	66.30200	ABOVE	14.51100	BELOW	BELOW	BELOW	78.8	18.1	85.2	14.3	D	D
YES	Torres	Norma	NA	D	CA	35	2019-04-24	NA	2019-04-24	4	2019	more_than_5_points	N	CA-35	NA	55900.00	ABOVE	31.40000	BELOW	85.50700	ABOVE	14.84300	BELOW	BELOW	BELOW	67.7	26.9	67.4	30.6	D	D
YES	Titus	Dina	NA	D	NV	1	2019-07-29	NA	2019-07-29	7	2019	more_than_5_points	N	NV-01	NA	38941.00	BELOW	36.30000	BELOW	67.40000	ABOVE	14.84800	BELOW	BELOW	BELOW	61.6	32.6	65.3	32.2	D	D
YES	Vela	Filemon	NA	D	TX	34	2019-04-30	NA	2019-04-30	4	2019	more_than_5_points	N	TX-34	NA	36417.00	BELOW	32.20000	BELOW	85.88100	ABOVE	15.06500	BELOW	BELOW	BELOW	59.1	37.6	60.7	38.3	D	D
YES	Grijalva	Raul	M.	D	AZ	3	2019-05-29	NA	2019-05-29	5	2019	more_than_5_points	N	AZ-03	NA	42173.00	BELOW	31.20000	BELOW	72.47900	ABOVE	15.66600	BELOW	BELOW	BELOW	61.6	32.1	61.4	36.9	D	D
YES	Takano	Mark	NA	D	CA	41	2019-08-22	NA	2019-08-22	8	2019	more_than_5_points	N	CA-41	NA	56824.00	ABOVE	30.60000	BELOW	75.74500	ABOVE	16.98000	BELOW	BELOW	BELOW	61.0	33.1	61.5	36.3	D	D
YES	Harder	Josh	NA	D	CA	10	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	Y	CA-10	tossup	56256.00	ABOVE	34.10000	BELOW	56.05900	ABOVE	17.18200	BELOW	BELOW	BELOW	47.9	44.9	50.5	46.9	D	D
YES	Bishop	Sanford	D.	D	GA	2	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	GA-02	NA	35183.00	BELOW	35.70000	BELOW	59.45300	ABOVE	17.31400	BELOW	ABOVE	BELOW	55.0	43.3	58.6	40.8	D	D
YES	Correa	J.	Luis	D	CA	46	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-46	NA	56465.00	ABOVE	31.50000	BELOW	81.80200	ABOVE	17.56200	BELOW	BELOW	ABOVE	65.6	27.6	61.4	36.2	D	D
NO	Cuellar	Henry	NA	D	TX	28	NA	NA	NA	NA	NA	more_than_5_points	N	TX-28	NA	45253.00	BELOW	31.20000	BELOW	83.29000	ABOVE	17.72200	BELOW	BELOW	BELOW	57.8	38.1	60.3	38.7	D	D
YES	Boyle	Brendan	NA	D	PA	2	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	PA-02	NA	41665.02	BELOW	34.84283	BELOW	59.79378	ABOVE	18.30086	BELOW	NA	ABOVE	72.9	24.9	77.4	21.8	D	D
NO	Bustos	Cheri	NA	D	IL	17	NA	NA	NA	NA	NA	more_than_5_points	N	IL-17	NA	45144.00	BELOW	39.80000	ABOVE	23.86000	BELOW	18.34200	BELOW	ABOVE	BELOW	46.5	47.3	57.4	40.8	R	D
YES	Thompson	Bennie	NA	D	MS	2	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	MS-02	NA	32409.00	BELOW	35.60000	BELOW	68.91800	ABOVE	18.46200	BELOW	ABOVE	BELOW	63.6	35.1	66.4	33.1	D	D
YES	Kildee	Dan	NA	D	MI	5	2019-06-14	NA	2019-06-14	6	2019	more_than_5_points	N	MI-05	NA	42100.00	BELOW	40.80000	ABOVE	25.91400	BELOW	18.74500	BELOW	ABOVE	BELOW	49.7	45.4	60.6	38.3	D	D
NO	Wilson	Frederica	NA	D	FL	24	NA	NA	NA	NA	NA	5_points_or_less	N	FL-24	NA	36368.00	BELOW	36.90000	BELOW	87.57200	ABOVE	18.91800	BELOW	BELOW	BELOW	82.7	15.5	87.6	12.2	D	D
YES	Doggett	Lloyd	NA	D	TX	35	2019-06-03	NA	2019-06-03	6	2019	more_than_5_points	N	TX-35	NA	43311.00	BELOW	31.00000	BELOW	74.37800	ABOVE	18.99700	BELOW	BELOW	ABOVE	63.6	30.3	63.0	34.6	D	D
NO	Gonzalez	Vicente	NA	D	TX	15	NA	NA	NA	NA	NA	more_than_5_points	N	TX-15	NA	41865.00	BELOW	30.30000	BELOW	84.46800	ABOVE	19.03000	BELOW	BELOW	BELOW	56.2	39.7	57.4	41.5	D	D
NO	Sewell	Terri	NA	D	AL	7	NA	NA	NA	NA	NA	more_than_5_points	N	AL-07	NA	33366.00	BELOW	35.80000	BELOW	67.96500	ABOVE	19.10000	BELOW	ABOVE	BELOW	69.5	28.3	72.5	27.0	D	D
YES	Clyburn	James	E.	D	SC	6	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	SC-06	NA	35014.00	BELOW	35.40000	BELOW	64.39200	ABOVE	19.22500	BELOW	ABOVE	BELOW	67.1	29.7	73.0	26.0	D	D
YES	Cardenas	Tony	NA	D	CA	29	2019-06-20	NA	2019-06-20	6	2019	more_than_5_points	N	CA-29	NA	48293.00	BELOW	33.40000	BELOW	81.60800	ABOVE	19.30900	BELOW	BELOW	ABOVE	77.7	16.8	77.0	20.5	D	D
YES	McNerney	Jerry	NA	D	CA	9	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-09	NA	57832.00	ABOVE	34.30000	BELOW	65.22600	ABOVE	19.66400	BELOW	BELOW	BELOW	55.3	37.2	57.8	40.1	D	D
NO	Lawson	Al	NA	D	FL	5	NA	NA	NA	NA	NA	more_than_5_points	N	FL-05	NA	37816.00	BELOW	33.40000	BELOW	59.31600	ABOVE	19.76300	BELOW	BELOW	ABOVE	61.3	35.9	73.4	26.1	D	D
NO	Johnson	Eddie	Bernice	D	TX	30	NA	NA	NA	NA	NA	more_than_5_points	N	TX-30	NA	42708.00	BELOW	32.80000	BELOW	84.52900	ABOVE	19.84700	BELOW	BELOW	ABOVE	79.1	18.3	79.6	19.6	D	D
NO	Horsford	Steven	NA	D	NV	4	NA	NA	NA	NA	NA	more_than_5_points	N	NV-04	lean democratic	53889.00	BELOW	35.80000	BELOW	53.00100	ABOVE	19.93900	BELOW	BELOW	BELOW	49.5	44.6	54.2	43.5	D	D
YES	Napolitano	Grace	F.	D	CA	32	NA	2019-06-01	2019-06-01	6	2019	more_than_5_points	N	CA-32	NA	61288.00	ABOVE	35.60000	BELOW	83.78300	ABOVE	20.48500	BELOW	BELOW	ABOVE	66.6	27.7	65.2	32.5	D	D
YES	Hastings	Alcee	L.	D	FL	20	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	FL-20	NA	42440.00	BELOW	35.90000	BELOW	81.11400	ABOVE	20.58500	BELOW	BELOW	BELOW	80.2	18.1	82.7	17.0	D	D
NO	Torres Small	Xochitl	NA	D	NM	2	NA	NA	NA	NA	NA	5_points_or_less	Y	NM-02	tossup	41600.00	BELOW	35.90000	BELOW	62.27300	ABOVE	20.58900	BELOW	ABOVE	BELOW	39.9	50.1	44.9	51.7	R	R
YES	Ruiz	Raul	NA	D	CA	36	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-36	NA	45708.00	BELOW	39.60000	ABOVE	58.54000	ABOVE	20.59300	BELOW	BELOW	BELOW	52.2	43.4	50.7	47.5	D	D
YES	Jackson Lee	Sheila	NA	D	TX	18	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	TX-18	NA	42352.00	BELOW	31.90000	BELOW	83.54300	ABOVE	20.99900	BELOW	BELOW	ABOVE	76.2	19.9	76.1	22.8	D	D
NO	Peterson	Collin	C.	D	MN	7	NA	NA	NA	NA	NA	5_points_or_less	N	MN-07	NA	52930.00	BELOW	40.70000	ABOVE	10.60800	BELOW	21.48600	BELOW	ABOVE	BELOW	30.8	61.4	44.0	53.7	R	R
YES	Kaptur	Marcy	NA	D	OH	9	2019-09-12	NA	2019-09-12	9	2019	more_than_5_points	N	OH-09	NA	41179.00	BELOW	38.10000	ABOVE	30.87300	BELOW	21.60400	BELOW	BELOW	ABOVE	58.7	36.5	67.7	30.9	D	D
YES	Ryan	Tim	NA	D	OH	13	NA	2019-06-01	2019-06-01	6	2019	more_than_5_points	N	OH-13	NA	42373.00	BELOW	40.70000	ABOVE	18.73000	BELOW	21.66000	BELOW	BELOW	BELOW	51.1	44.6	62.8	35.8	D	D
YES	Garcia	Jesus	NA	D	IL	4	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	IL-04	NA	46557.00	BELOW	32.00000	BELOW	78.73700	ABOVE	21.78100	BELOW	BELOW	ABOVE	81.3	13.1	80.9	17.1	D	D
YES	Visclosky	Peter	J.	D	IN	1	2019-09-25	NA	2019-09-25	9	2019	more_than_5_points	N	IN-01	NA	53183.00	BELOW	38.60000	ABOVE	37.00500	BELOW	21.79900	BELOW	BELOW	BELOW	53.8	41.3	61.2	37.4	D	D
YES	Sanchez	Linda	T.	D	CA	38	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-38	NA	63212.00	ABOVE	36.60000	BELOW	83.04600	ABOVE	21.91500	BELOW	BELOW	ABOVE	67.0	27.4	64.9	33.0	D	D
YES	Soto	Darren	NA	D	FL	9	2019-09-12	NA	2019-09-12	9	2019	more_than_5_points	N	FL-09	NA	45813.00	BELOW	37.20000	BELOW	56.11000	ABOVE	22.13400	BELOW	BELOW	BELOW	54.8	41.9	61.4	37.8	D	D
YES	Kelly	Robin	NA	D	IL	2	2019-06-05	NA	2019-06-05	6	2019	more_than_5_points	N	IL-02	NA	45727.00	BELOW	38.00000	ABOVE	71.34700	ABOVE	22.29100	BELOW	BELOW	ABOVE	77.6	19.0	80.7	18.6	D	D
YES	Carson	Andre	NA	D	IN	7	2019-07-23	NA	2019-07-23	7	2019	more_than_5_points	N	IN-07	NA	39917.00	BELOW	33.30000	BELOW	45.81200	ABOVE	22.29300	BELOW	BELOW	ABOVE	58.2	35.7	62.9	35.3	D	D
YES	Richmond	Cedric	NA	D	LA	2	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	LA-02	NA	37096.00	BELOW	35.60000	BELOW	71.91900	ABOVE	22.47300	BELOW	BELOW	ABOVE	75.1	22.4	76.0	23.0	D	D
NO	Golden	Jared	NA	D	ME	2	NA	NA	NA	NA	NA	5_points_or_less	Y	ME-02	tossup	44649.00	BELOW	44.30000	ABOVE	5.67900	BELOW	22.48200	BELOW	ABOVE	BELOW	41.0	51.3	52.8	44.2	R	D
YES	Aguilar	Pete	NA	D	CA	31	2019-08-01	NA	2019-08-01	8	2019	more_than_5_points	N	CA-31	NA	55451.00	ABOVE	32.00000	BELOW	72.82900	ABOVE	22.96100	BELOW	BELOW	BELOW	57.7	36.6	57.2	40.6	D	D
YES	Cohen	Steve	NA	D	TN	9	NA	2017-11-01	2017-11-01	11	2017	more_than_5_points	N	TN-09	NA	37644.00	BELOW	33.30000	BELOW	75.69300	ABOVE	23.17300	BELOW	BELOW	ABOVE	76.9	19.6	78.5	20.7	D	D
YES	Cartwright	Matt	NA	D	PA	8	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	PA-08	likely democratic	50550.08	BELOW	43.28938	ABOVE	17.85262	BELOW	23.40983	ABOVE	NA	ABOVE	43.7	53.3	55.3	43.4	R	D
YES	Escobar	Veronica	NA	D	TX	16	2019-05-21	NA	2019-05-21	5	2019	more_than_5_points	N	TX-16	NA	43683.00	BELOW	32.00000	BELOW	85.73500	ABOVE	23.50400	BELOW	BELOW	BELOW	67.2	26.9	64.2	34.5	D	D
YES	Castro	Joaquin	NA	D	TX	20	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	TX-20	NA	48594.00	BELOW	32.10000	BELOW	78.38700	ABOVE	23.57200	BELOW	BELOW	ABOVE	60.2	33.9	58.9	39.7	D	D
NO	O'Halleran	Tom	NA	D	AZ	1	NA	NA	NA	NA	NA	more_than_5_points	N	AZ-01	lean democratic	48583.00	BELOW	36.80000	BELOW	50.52300	ABOVE	23.64000	BELOW	ABOVE	BELOW	46.0	47.0	47.9	50.4	R	R
NO	Brindisi	Anthony	NA	D	NY	22	NA	NA	NA	NA	NA	5_points_or_less	Y	NY-22	tossup	50059.00	BELOW	40.90000	ABOVE	12.03200	BELOW	24.08400	BELOW	ABOVE	BELOW	38.9	54.2	48.7	49.1	R	R
YES	Gomez	Jimmy	NA	D	CA	34	2017-12-07	NA	2017-12-07	12	2017	more_than_5_points	N	CA-34	NA	37136.00	BELOW	34.30000	BELOW	89.54100	ABOVE	24.17400	BELOW	BELOW	ABOVE	83.6	10.7	83.0	14.1	D	D
YES	Meeks	Gregory	W.	D	NY	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NY-05	NA	62979.00	ABOVE	37.00000	BELOW	89.07100	ABOVE	24.24300	BELOW	BELOW	BELOW	85.4	12.6	89.7	9.9	D	D
NO	Kind	Ron	NA	D	WI	3	NA	NA	NA	NA	NA	more_than_5_points	N	WI-03	NA	50985.00	BELOW	38.40000	ABOVE	7.59800	BELOW	24.28600	BELOW	ABOVE	BELOW	44.3	48.8	54.7	43.7	R	D
YES	Garamendi	John	NA	D	CA	3	2019-07-23	NA	2019-07-23	7	2019	more_than_5_points	N	CA-03	NA	57926.00	ABOVE	34.80000	BELOW	51.29900	ABOVE	24.48600	BELOW	BELOW	BELOW	52.6	40.1	54.3	43.1	D	D
NO	Van Drew	Jefferson	NA	D	NJ	2	NA	NA	NA	NA	NA	more_than_5_points	Y	NJ-02	likely democratic	59785.00	ABOVE	41.40000	ABOVE	33.95400	BELOW	24.78000	BELOW	BELOW	BELOW	46.0	50.6	53.7	45.5	R	D
YES	Waters	Maxine	NA	D	CA	43	2019-01-31	NA	2019-01-31	1	2019	more_than_5_points	N	CA-43	NA	50355.00	BELOW	34.70000	BELOW	85.35800	ABOVE	24.85800	BELOW	BELOW	ABOVE	78.4	16.7	78.0	20.0	D	D
YES	Green	Al	NA	D	TX	9	NA	2017-05-01	2017-05-01	5	2017	more_than_5_points	N	TX-09	NA	44024.00	BELOW	32.00000	BELOW	88.74800	ABOVE	25.05500	BELOW	BELOW	ABOVE	79.1	18.0	78.0	21.1	D	D
YES	Mucarsel-Powell	Debbie	NA	D	FL	26	2019-06-21	NA	2019-06-21	6	2019	5_points_or_less	Y	FL-26	tossup	51148.00	BELOW	38.20000	ABOVE	82.32900	ABOVE	25.06000	BELOW	BELOW	BELOW	56.8	40.5	53.2	46.3	D	D
YES	Scott	Robert	C.	D	VA	3	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	VA-03	NA	50822.00	BELOW	34.20000	BELOW	57.62500	ABOVE	25.27200	BELOW	BELOW	ABOVE	63.2	31.7	78.8	19.9	D	D
YES	Ocasio-Cortez	Alexandria	NA	D	NY	14	2019-04-18	NA	2019-04-18	4	2019	more_than_5_points	N	NY-14	NA	52427.00	BELOW	36.10000	BELOW	77.21500	ABOVE	25.37000	BELOW	BELOW	BELOW	77.3	19.7	80.6	18.3	D	D
YES	Finkenauer	Abby	NA	D	IA	1	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	IA-01	lean democratic	55366.00	ABOVE	38.70000	ABOVE	10.87300	BELOW	25.45600	BELOW	ABOVE	ABOVE	44.6	48.1	55.9	42.3	R	D
YES	DeFazio	Peter	A.	D	OR	4	2019-07-25	NA	2019-07-25	7	2019	more_than_5_points	N	OR-04	NA	44180.00	BELOW	41.40000	ABOVE	15.36900	BELOW	25.81300	BELOW	ABOVE	BELOW	44.5	44.4	51.4	44.7	D	D
YES	Butterfield	G.	K.	D	NC	1	2019-05-30	NA	2019-05-30	5	2019	more_than_5_points	N	NC-01	NA	40587.00	BELOW	37.50000	BELOW	57.81000	ABOVE	25.92500	BELOW	ABOVE	BELOW	65.9	31.1	73.1	26.3	D	D
YES	Lipinski	Daniel	NA	D	IL	3	2019-09-25	NA	2019-09-25	9	2019	more_than_5_points	N	IL-03	NA	63055.00	ABOVE	37.20000	BELOW	41.33700	ABOVE	26.38700	BELOW	BELOW	ABOVE	54.9	39.4	56.0	42.5	D	D
YES	Fudge	Marcia	L.	D	OH	11	NA	2017-11-01	2017-11-01	11	2017	more_than_5_points	N	OH-11	NA	34673.00	BELOW	38.00000	ABOVE	62.47900	ABOVE	26.45900	BELOW	BELOW	ABOVE	80.5	17.0	83.3	16.1	D	D
YES	Cleaver	Emanuel	NA	D	MO	5	2019-07-29	NA	2019-07-29	7	2019	more_than_5_points	N	MO-05	NA	45886.00	BELOW	36.80000	BELOW	35.59300	BELOW	26.58700	BELOW	BELOW	ABOVE	54.6	39.8	58.9	39.4	D	D
YES	Heck	Denny	NA	D	WA	10	2019-07-28	NA	2019-07-28	7	2019	more_than_5_points	N	WA-10	NA	59107.00	ABOVE	35.70000	BELOW	32.55700	BELOW	26.74400	BELOW	BELOW	BELOW	51.2	39.9	56.3	41.1	D	D
YES	Matsui	Doris	NA	D	CA	6	2019-07-18	NA	2019-07-18	7	2019	more_than_5_points	N	CA-06	NA	49048.00	BELOW	33.50000	BELOW	62.35100	ABOVE	26.84200	BELOW	BELOW	ABOVE	68.0	24.0	69.1	28.3	D	D
YES	Lujan	Ben	Ray	D	NM	3	2019-08-19	NA	2019-08-19	8	2019	more_than_5_points	N	NM-03	NA	47956.00	BELOW	38.00000	ABOVE	62.09000	ABOVE	27.05000	BELOW	ABOVE	BELOW	51.8	36.7	57.5	38.7	D	D
YES	Panetta	Jimmy	NA	D	CA	20	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-20	NA	62732.00	ABOVE	34.10000	BELOW	62.44100	ABOVE	27.05300	BELOW	BELOW	BELOW	69.9	23.1	70.8	26.2	D	D
YES	Moore	Gwen	NA	D	WI	4	2017-08-15	NA	2017-08-15	8	2017	more_than_5_points	N	WI-04	NA	40400.00	BELOW	32.50000	BELOW	56.94100	ABOVE	27.12000	BELOW	BELOW	BELOW	73.0	21.5	75.2	23.7	D	D
YES	Hill	Katie	NA	D	CA	25	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	CA-25	tossup	73819.00	ABOVE	35.70000	BELOW	56.94100	ABOVE	27.33200	BELOW	BELOW	ABOVE	50.1	43.4	47.8	49.7	D	R
YES	Beatty	Joyce	NA	D	OH	3	2019-05-31	NA	2019-05-31	5	2019	more_than_5_points	N	OH-03	NA	42960.00	BELOW	32.20000	BELOW	46.71700	ABOVE	27.41400	BELOW	BELOW	ABOVE	67.2	28.3	69.8	29.0	D	D
YES	Rush	Bobby	L.	D	IL	1	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	IL-01	NA	49456.00	BELOW	38.10000	ABOVE	64.47500	ABOVE	27.44100	BELOW	BELOW	ABOVE	74.7	21.5	78.9	20.3	D	D
YES	Payne	Donald	M.	D	NJ	10	2019-07-30	NA	2019-07-30	7	2019	more_than_5_points	N	NJ-10	NA	48168.00	BELOW	35.70000	BELOW	80.02300	ABOVE	27.55100	BELOW	BELOW	ABOVE	85.2	12.8	88.4	11.6	D	D
YES	McEachin	A.	Donald	D	VA	4	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	VA-04	NA	52464.00	BELOW	37.50000	BELOW	50.99900	ABOVE	27.56300	BELOW	ABOVE	BELOW	58.4	37.0	48.7	50.1	D	R
YES	Loebsack	Dave	NA	D	IA	2	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	IA-02	NA	52126.00	BELOW	37.90000	ABOVE	13.71900	BELOW	27.61700	BELOW	ABOVE	BELOW	44.4	48.5	55.5	42.5	R	D
YES	Delgado	Antonio	NA	D	NY	19	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	NY-19	tossup	58698.00	ABOVE	44.10000	ABOVE	14.74800	BELOW	27.69400	BELOW	ABOVE	BELOW	43.5	50.2	52.0	45.8	R	D
NO	Gabbard	Tulsi	NA	D	HI	2	NA	NA	NA	NA	NA	more_than_5_points	N	HI-02	NA	67716.00	ABOVE	37.80000	ABOVE	71.45900	ABOVE	27.96800	BELOW	BELOW	BELOW	61.4	29.6	71.4	26.7	D	D
YES	Crist	Charlie	NA	D	FL	13	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	FL-13	NA	45481.00	BELOW	46.30000	ABOVE	27.72200	BELOW	28.05100	BELOW	BELOW	BELOW	49.6	46.4	50.2	48.8	D	D
NO	McAdams	Ben	NA	D	UT	4	NA	NA	NA	NA	NA	5_points_or_less	Y	UT-04	tossup	65081.00	ABOVE	30.80000	BELOW	24.46600	BELOW	28.15300	BELOW	BELOW	ABOVE	32.4	39.1	30.4	67.6	R	R
YES	Scott	David	NA	D	GA	13	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	GA-13	NA	53136.00	BELOW	35.20000	BELOW	72.43700	ABOVE	28.29300	BELOW	BELOW	ABOVE	71.0	26.6	69.3	30.0	D	D
YES	Wild	Susan	NA	D	PA	7	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	PA-07	lean democratic	60768.86	ABOVE	41.40956	ABOVE	27.52804	BELOW	28.35686	ABOVE	NA	ABOVE	48.7	47.6	52.9	45.9	D	D
YES	Kilmer	Derek	NA	D	WA	6	2019-07-28	NA	2019-07-28	7	2019	more_than_5_points	N	WA-06	NA	57285.00	ABOVE	42.00000	ABOVE	22.37200	BELOW	28.62300	BELOW	ABOVE	BELOW	51.8	39.5	56.1	41.2	D	D
YES	Neal	Richard	E.	D	MA	1	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	MA-01	NA	53667.00	BELOW	40.90000	ABOVE	26.45300	BELOW	28.83800	BELOW	BELOW	BELOW	56.3	36.0	63.8	34.2	D	D
YES	Demings	Val	NA	D	FL	10	2019-05-21	NA	2019-05-21	5	2019	5_points_or_less	N	FL-10	NA	48582.00	BELOW	35.00000	BELOW	61.33500	ABOVE	28.91000	BELOW	BELOW	BELOW	61.8	34.9	45.6	53.7	D	R
YES	Levin	Andy	NA	D	MI	9	2019-06-15	NA	2019-06-15	6	2019	more_than_5_points	N	MI-09	NA	52684.00	BELOW	40.60000	ABOVE	21.64800	BELOW	29.25100	BELOW	BELOW	BELOW	51.4	43.7	57.3	41.9	D	D
NO	Schrader	Kurt	NA	D	OR	5	NA	NA	NA	NA	NA	more_than_5_points	N	OR-05	NA	56481.00	ABOVE	39.20000	ABOVE	24.07700	BELOW	29.31600	BELOW	BELOW	BELOW	46.4	42.3	50.1	46.8	D	D
NO	Horn	Kendra	NA	D	OK	5	NA	NA	NA	NA	NA	5_points_or_less	Y	OK-05	NA	47442.00	BELOW	34.60000	BELOW	41.74700	ABOVE	29.76300	BELOW	BELOW	ABOVE	39.7	53.3	40.8	59.2	R	R
YES	Norcross	Donald	W.	D	NJ	1	NA	2019-06-01	2019-06-01	6	2019	more_than_5_points	N	NJ-01	NA	65770.00	ABOVE	38.70000	ABOVE	36.47600	BELOW	29.89300	BELOW	BELOW	BELOW	60.6	36.1	65.8	34.2	D	D
YES	Johnson	Hank	NA	D	GA	4	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	GA-04	NA	50048.00	BELOW	35.30000	BELOW	74.81600	ABOVE	29.92500	BELOW	BELOW	BELOW	75.3	22.2	73.6	25.6	D	D
YES	Espaillat	Adriano	NA	D	NY	13	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	NY-13	NA	37263.00	BELOW	34.30000	BELOW	86.39000	ABOVE	29.98500	BELOW	BELOW	ABOVE	91.8	5.4	94.6	4.6	D	D
YES	Larsen	Rick	NA	D	WA	2	2019-07-18	NA	2019-07-18	7	2019	more_than_5_points	N	WA-02	NA	61475.00	ABOVE	37.80000	ABOVE	27.54900	BELOW	29.99000	BELOW	BELOW	BELOW	56.9	34.8	59.2	38.0	D	D
YES	Lawrence	Brenda	NA	D	MI	14	2019-06-12	NA	2019-06-12	6	2019	more_than_5_points	N	MI-14	NA	42167.00	BELOW	38.60000	ABOVE	68.72200	ABOVE	29.99900	BELOW	BELOW	ABOVE	79.1	18.2	80.9	18.6	D	D
YES	Higgins	Brian	NA	D	NY	26	NA	2019-06-01	2019-06-01	6	2019	more_than_5_points	N	NY-26	NA	45640.00	BELOW	38.40000	ABOVE	30.31100	BELOW	30.01200	BELOW	BELOW	BELOW	57.5	37.9	63.9	34.3	D	D
YES	Jeffries	Hakeem	NA	D	NY	8	2019-09-12	NA	2019-09-12	9	2019	more_than_5_points	N	NY-08	NA	47048.00	BELOW	35.90000	BELOW	77.06400	ABOVE	30.12500	BELOW	BELOW	BELOW	84.2	13.4	89.2	10.2	D	D
YES	Thompson	Mike	NA	D	CA	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-05	NA	67273.00	ABOVE	39.90000	ABOVE	49.41700	ABOVE	30.38300	ABOVE	BELOW	BELOW	68.8	24.2	69.7	27.4	D	D
YES	Lowenthal	Alan	NA	D	CA	47	2019-05-30	NA	2019-05-30	5	2019	more_than_5_points	N	CA-47	NA	60841.00	ABOVE	36.50000	BELOW	68.33600	ABOVE	30.42700	ABOVE	BELOW	ABOVE	62.4	30.9	60.0	37.5	D	D
YES	Blunt Rochester	Lisa	NA	D	DE	At-Large	2019-07-25	NA	2019-07-25	7	2019	more_than_5_points	N	DE-00	NA	61017.00	ABOVE	39.60000	ABOVE	36.49600	BELOW	30.47500	ABOVE	BELOW	ABOVE	53.2	41.8	58.6	40.0	D	D
YES	Clay	William	Lacy	D	MO	1	NA	2019-06-01	2019-06-01	6	2019	more_than_5_points	N	MO-01	NA	41817.00	BELOW	35.30000	BELOW	58.74700	ABOVE	30.48200	ABOVE	BELOW	ABOVE	76.8	18.8	79.9	18.9	D	D
YES	Ruppersberger	C.A. Dutch	NA	D	MD	2	2019-09-05	NA	2019-09-05	9	2019	more_than_5_points	N	MD-02	NA	63876.00	ABOVE	36.30000	BELOW	48.34100	ABOVE	30.70700	ABOVE	BELOW	ABOVE	58.1	37.2	63.0	35.0	D	D
YES	Sires	Albio	NA	D	NJ	8	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NJ-08	NA	55493.00	ABOVE	34.20000	BELOW	74.69200	ABOVE	30.81400	ABOVE	BELOW	ABOVE	75.7	21.5	79.0	21.0	D	D
YES	Yarmuth	John	NA	D	KY	3	2019-05-22	NA	2019-05-22	5	2019	more_than_5_points	N	KY-03	NA	49070.00	BELOW	37.90000	ABOVE	31.43800	BELOW	31.01000	ABOVE	BELOW	ABOVE	54.9	39.9	56.2	43.2	D	D
NO	Lee	Susie	NA	D	NV	3	NA	NA	NA	NA	NA	more_than_5_points	N	NV-03	lean democratic	64740.00	ABOVE	38.60000	ABOVE	42.51600	ABOVE	31.41500	ABOVE	BELOW	BELOW	46.5	47.5	49.3	48.5	R	D
YES	Perlmutter	Ed	NA	D	CO	7	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CO-07	NA	62806.00	ABOVE	36.00000	BELOW	35.43300	BELOW	31.42800	ABOVE	BELOW	BELOW	51.8	39.7	56.4	41.5	D	D
YES	Velazquez	Nydia	M.	D	NY	7	2019-06-20	NA	2019-06-20	6	2019	more_than_5_points	N	NY-07	NA	49581.00	BELOW	33.00000	BELOW	70.52400	ABOVE	31.48500	ABOVE	BELOW	ABOVE	86.4	10.3	88.7	10.4	D	D
YES	Axne	Cynthia	NA	D	IA	3	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	Y	IA-03	tossup	60261.00	ABOVE	36.80000	BELOW	15.72500	BELOW	31.99900	ABOVE	ABOVE	ABOVE	44.5	48.0	51.2	46.9	R	D
YES	Haaland	Debra	NA	D	NM	1	2019-08-14	NA	2019-08-14	8	2019	more_than_5_points	N	NM-01	NA	47990.00	BELOW	37.60000	BELOW	59.58600	ABOVE	32.00700	ABOVE	BELOW	BELOW	51.6	35.1	55.3	39.6	D	D
YES	Cicilline	David	NA	D	RI	1	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	RI-01	NA	53699.00	BELOW	38.60000	ABOVE	31.18100	BELOW	32.24600	ABOVE	BELOW	BELOW	59.2	34.3	66.0	32.1	D	D
YES	Brown	Anthony	NA	D	MD	4	2019-08-16	NA	2019-08-16	8	2019	more_than_5_points	N	MD-04	NA	76776.00	ABOVE	36.70000	BELOW	73.40400	ABOVE	32.27100	ABOVE	BELOW	BELOW	76.8	19.7	77.8	21.1	D	D
YES	Brownley	Julia	NA	D	CA	26	2019-07-23	NA	2019-07-23	7	2019	more_than_5_points	N	CA-26	NA	76719.00	ABOVE	36.80000	BELOW	55.84100	ABOVE	32.40600	ABOVE	BELOW	BELOW	56.6	35.2	54.0	43.7	D	D
YES	Bera	Ami	NA	D	CA	7	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-07	NA	66846.00	ABOVE	38.10000	ABOVE	45.51500	ABOVE	32.55200	ABOVE	BELOW	ABOVE	51.4	40.1	50.8	46.8	D	D
YES	Langevin	Jim	NA	D	RI	2	2019-08-21	NA	2019-08-21	8	2019	more_than_5_points	N	RI-02	NA	63107.00	ABOVE	41.20000	ABOVE	20.77900	BELOW	32.66900	ABOVE	BELOW	BELOW	49.9	43.1	59.6	38.1	D	D
YES	Pascrell	Bill	NA	D	NJ	9	2019-07-18	NA	2019-07-18	7	2019	more_than_5_points	N	NJ-09	NA	62559.00	ABOVE	37.50000	BELOW	60.46600	ABOVE	32.70400	ABOVE	BELOW	ABOVE	64.3	33.1	68.9	31.1	D	D
YES	Kim	Andy	NA	D	NJ	3	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	Y	NJ-03	tossup	74644.00	ABOVE	43.20000	ABOVE	23.96900	BELOW	32.75500	ABOVE	BELOW	BELOW	45.2	51.4	52.3	47.7	R	D
YES	Krishnamoorthi	Raja	NA	D	IL	8	2019-08-26	NA	2019-08-26	8	2019	more_than_5_points	N	IL-08	NA	66407.00	ABOVE	36.50000	BELOW	47.42400	ABOVE	32.97200	ABOVE	BELOW	ABOVE	57.5	36.0	57.5	41.0	D	D
YES	Schrier	Kim	NA	D	WA	8	2019-07-28	NA	2019-07-28	7	2019	5_points_or_less	Y	WA-08	tossup	75953.00	ABOVE	37.80000	ABOVE	27.16300	BELOW	33.02200	ABOVE	BELOW	ABOVE	47.7	44.7	49.7	48.1	D	D
YES	Kirkpatrick	Ann	NA	D	AZ	2	NA	2019-07-01	2019-07-01	7	2019	more_than_5_points	Y	AZ-02	likely democratic	48125.00	BELOW	40.60000	ABOVE	38.02900	BELOW	33.02400	ABOVE	BELOW	BELOW	48.7	43.9	48.4	49.9	D	R
YES	Carbajal	Salud	NA	D	CA	24	2019-08-02	NA	2019-08-02	8	2019	more_than_5_points	N	CA-24	NA	64676.00	ABOVE	35.70000	BELOW	44.72600	ABOVE	33.03400	ABOVE	BELOW	BELOW	55.9	36.0	53.9	43.0	D	D
YES	Dingell	Debbie	NA	D	MI	12	2019-09-23	NA	2019-09-23	9	2019	more_than_5_points	N	MI-12	NA	53815.00	BELOW	35.50000	BELOW	24.73400	BELOW	33.16100	ABOVE	BELOW	BELOW	60.6	34.3	66.4	32.9	D	D
YES	Luria	Elaine	NA	D	VA	2	2019-09-23	NA	2019-09-23	9	2019	5_points_or_less	Y	VA-02	tossup	63681.00	ABOVE	35.40000	BELOW	36.38200	BELOW	33.19700	ABOVE	BELOW	BELOW	45.0	48.4	50.0	48.5	R	D
NO	Rose	Max	NA	D	NY	11	NA	NA	NA	NA	NA	more_than_5_points	Y	NY-11	lean republican	66890.00	ABOVE	39.20000	ABOVE	38.41300	ABOVE	33.42600	ABOVE	BELOW	BELOW	43.5	53.3	51.6	47.2	R	D
YES	Keating	Bill	NA	D	MA	9	2019-08-22	NA	2019-08-22	8	2019	more_than_5_points	N	MA-09	NA	64092.00	ABOVE	45.10000	ABOVE	12.89200	BELOW	33.48000	ABOVE	BELOW	BELOW	51.7	41.2	55.4	43.1	D	D
YES	Lofgren	Zoe	NA	D	CA	19	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-19	NA	85010.00	ABOVE	35.70000	BELOW	74.35100	ABOVE	33.49300	ABOVE	BELOW	ABOVE	72.9	21.5	71.2	26.5	D	D
YES	Frankel	Lois	NA	D	FL	21	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	N	FL-21	NA	53744.00	BELOW	45.50000	ABOVE	41.75200	ABOVE	33.69700	ABOVE	BELOW	BELOW	58.6	39.1	60.7	38.9	D	D
YES	Hoyer	Steny	H.	D	MD	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	MD-05	NA	92295.00	ABOVE	38.00000	ABOVE	53.25100	ABOVE	34.02100	ABOVE	ABOVE	BELOW	64.9	31.1	66.0	32.2	D	D
YES	Castor	Kathy	NA	D	FL	14	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	N	FL-14	NA	48636.00	BELOW	36.00000	BELOW	52.99800	ABOVE	34.25700	ABOVE	BELOW	ABOVE	57.2	39.0	65.2	34.0	D	D
YES	Courtney	Joe	NA	D	CT	2	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CT-02	NA	72760.00	ABOVE	41.50000	ABOVE	17.69700	BELOW	34.26800	ABOVE	ABOVE	BELOW	48.6	45.7	55.9	42.6	D	D
YES	Case	Ed	NA	D	HI	1	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	HI-01	NA	76200.00	ABOVE	39.10000	ABOVE	83.78500	ABOVE	34.61300	ABOVE	BELOW	ABOVE	63.1	30.5	69.7	29.0	D	D
YES	Kuster	Ann	McLane	D	NH	2	2019-07-26	NA	2019-07-26	7	2019	more_than_5_points	N	NH-02	NA	67675.00	ABOVE	42.80000	ABOVE	8.78100	BELOW	34.81000	ABOVE	ABOVE	BELOW	47.8	45.4	54.0	44.3	D	D
YES	Foster	Bill	NA	D	IL	11	2019-08-28	NA	2019-08-28	8	2019	more_than_5_points	N	IL-11	NA	69355.00	ABOVE	35.20000	BELOW	47.54600	ABOVE	34.82300	ABOVE	BELOW	BELOW	58.4	35.2	57.8	40.5	D	D
YES	Maloney	Sean	Patrick	D	NY	18	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NY-18	NA	79539.00	ABOVE	39.40000	ABOVE	30.37100	BELOW	35.02800	ABOVE	BELOW	BELOW	46.6	48.7	51.4	47.1	R	D
YES	Hayes	Jahana	NA	D	CT	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CT-05	NA	68984.00	ABOVE	41.60000	ABOVE	29.06500	BELOW	35.25500	ABOVE	BELOW	ABOVE	49.9	45.8	53.5	45.3	D	D
YES	Evans	Dwight	NA	D	PA	3	2017-12-08	NA	2017-12-08	12	2017	more_than_5_points	N	PA-03	NA	44307.94	BELOW	36.31598	BELOW	70.30997	ABOVE	35.37645	ABOVE	NA	BELOW	90.9	7.0	91.7	7.6	D	D
YES	Scanlon	Mary	Gay	D	PA	5	2019-05-21	NA	2019-05-21	5	2019	more_than_5_points	Y	PA-05	likely democratic	71760.61	ABOVE	39.43435	ABOVE	35.85734	BELOW	35.48771	ABOVE	NA	BELOW	62.6	34.4	63.4	35.7	D	D
YES	Doyle	Mike	NA	D	PA	18	2019-06-21	NA	2019-06-21	6	2019	more_than_5_points	N	PA-18	NA	50650.54	BELOW	40.16448	ABOVE	26.75042	BELOW	35.62314	ABOVE	NA	BELOW	62.1	34.6	63.5	35.2	D	D
YES	DeLauro	Rosa	NA	D	CT	3	2019-09-25	NA	2019-09-25	9	2019	more_than_5_points	N	CT-03	NA	64333.00	ABOVE	39.60000	ABOVE	34.17500	BELOW	35.63300	ABOVE	BELOW	ABOVE	55.8	40.3	62.6	36.3	D	D
YES	Cooper	Jim	NA	D	TN	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	TN-05	NA	50317.00	BELOW	34.70000	BELOW	39.72500	ABOVE	35.81600	ABOVE	BELOW	ABOVE	56.0	37.9	55.9	42.5	D	D
YES	Clarke	Yvette	D.	D	NY	9	2017-05-17	NA	2017-05-17	5	2017	more_than_5_points	N	NY-09	NA	50825.00	BELOW	35.70000	BELOW	68.84300	ABOVE	35.82100	ABOVE	BELOW	BELOW	82.9	14.3	85.1	13.9	D	D
YES	Pingree	Chellie	NA	D	ME	1	2019-05-30	NA	2019-05-30	5	2019	more_than_5_points	N	ME-01	NA	57209.00	ABOVE	43.80000	ABOVE	6.83600	BELOW	35.94300	ABOVE	ABOVE	BELOW	54.0	39.2	59.4	38.1	D	D
YES	Pappas	Chris	NA	D	NH	1	2019-07-26	NA	2019-07-26	7	2019	more_than_5_points	N	NH-01	lean democratic	69225.00	ABOVE	42.00000	ABOVE	8.73100	BELOW	36.12000	ABOVE	ABOVE	BELOW	45.9	47.5	50.0	48.4	R	D
YES	Meng	Grace	NA	D	NY	6	2019-07-30	NA	2019-07-30	7	2019	more_than_5_points	N	NY-06	NA	60158.00	ABOVE	40.80000	ABOVE	64.63200	ABOVE	36.16600	ABOVE	BELOW	BELOW	64.7	31.9	67.7	31.0	D	D
YES	Davis	Susan	A.	D	CA	53	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-53	NA	65332.00	ABOVE	34.90000	BELOW	59.40800	ABOVE	36.17300	ABOVE	BELOW	ABOVE	64.5	29.6	61.4	36.4	D	D
YES	Welch	Peter	NA	D	VT	At-Large	2019-07-18	NA	2019-07-18	7	2019	more_than_5_points	N	VT-00	NA	56104.00	ABOVE	42.60000	ABOVE	6.56200	BELOW	36.18200	ABOVE	ABOVE	BELOW	56.7	30.3	66.6	31.0	D	D
YES	Larson	John	B.	D	CT	1	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CT-01	NA	68058.00	ABOVE	40.60000	ABOVE	37.62100	BELOW	36.36500	ABOVE	BELOW	ABOVE	59.3	36.3	63.3	35.6	D	D
YES	Morelle	Joe	NA	D	NY	25	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NY-25	NA	53060.00	BELOW	38.40000	ABOVE	29.45400	BELOW	36.54300	ABOVE	BELOW	ABOVE	54.9	38.7	58.6	39.3	D	D
YES	Tonko	Paul	NA	D	NY	20	2019-06-03	NA	2019-06-03	6	2019	more_than_5_points	N	NY-20	NA	62112.00	ABOVE	39.00000	ABOVE	22.76100	BELOW	36.67000	ABOVE	BELOW	ABOVE	53.3	40.0	59.1	38.7	D	D
YES	Stanton	Greg	NA	D	AZ	9	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	AZ-09	likely democratic	52245.00	BELOW	33.20000	BELOW	43.16000	ABOVE	36.73400	ABOVE	BELOW	BELOW	53.5	37.6	51.1	46.6	D	D
YES	Trahan	Lori	NA	D	MA	3	2019-07-24	NA	2019-07-24	7	2019	more_than_5_points	N	MA-03	NA	72039.00	ABOVE	39.00000	ABOVE	31.16100	BELOW	36.84900	ABOVE	BELOW	ABOVE	57.3	34.8	56.8	41.3	D	D
YES	Murphy	Stephanie	NA	D	FL	7	2019-09-25	NA	2019-09-25	9	2019	more_than_5_points	N	FL-07	NA	54116.00	BELOW	36.30000	BELOW	39.89400	ABOVE	36.88000	ABOVE	BELOW	BELOW	51.4	44.1	47.0	52.2	D	R
YES	Cummings	Elijah	E.	D	MD	7	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	MD-07	NA	58128.00	ABOVE	37.70000	ABOVE	66.67500	ABOVE	37.15300	ABOVE	BELOW	ABOVE	74.0	21.5	75.9	22.5	D	D
YES	Bass	Karen	NA	D	CA	37	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-37	NA	51531.00	BELOW	35.30000	BELOW	74.89700	ABOVE	37.19100	ABOVE	BELOW	ABOVE	85.7	9.6	84.9	12.7	D	D
YES	McGovern	Jim	NA	D	MA	2	2019-05-29	NA	2019-05-29	5	2019	more_than_5_points	N	MA-02	NA	64341.00	ABOVE	38.80000	ABOVE	21.36000	BELOW	37.29300	ABOVE	BELOW	BELOW	55.3	36.2	58.6	39.1	D	D
YES	Spanberger	Abigail	NA	D	VA	7	2019-09-23	NA	2019-09-23	9	2019	5_points_or_less	Y	VA-07	tossup	70994.00	ABOVE	39.30000	ABOVE	32.20800	BELOW	37.30000	ABOVE	ABOVE	BELOW	43.7	50.2	41.6	56.8	R	R
YES	Shalala	Donna	NA	D	FL	27	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	FL-27	tossup	49953.00	BELOW	41.20000	ABOVE	77.52500	ABOVE	37.37600	ABOVE	BELOW	BELOW	58.6	38.9	53.0	46.6	D	D
YES	Deutch	Ted	NA	D	FL	22	2019-08-01	NA	2019-08-01	8	2019	more_than_5_points	N	FL-22	NA	57254.00	ABOVE	43.70000	ABOVE	40.73600	ABOVE	37.49700	ABOVE	BELOW	BELOW	56.8	41.0	54.5	45.0	D	D
YES	Craig	Angie	NA	D	MN	2	2019-09-22	NA	2019-09-22	9	2019	more_than_5_points	Y	MN-02	lean democratic	77468.00	ABOVE	37.40000	BELOW	17.49200	BELOW	37.89200	ABOVE	BELOW	BELOW	44.9	46.1	48.9	48.8	R	D
YES	Wasserman Schultz	Debbie	NA	D	FL	23	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	FL-23	NA	60606.00	ABOVE	41.20000	ABOVE	54.93000	ABOVE	38.14500	ABOVE	BELOW	BELOW	61.9	35.8	61.6	38.0	D	D
YES	Adams	Alma	NA	D	NC	12	2019-05-31	NA	2019-05-31	5	2019	more_than_5_points	N	NC-12	NA	53409.00	BELOW	33.40000	BELOW	59.32700	ABOVE	38.30600	ABOVE	BELOW	ABOVE	67.2	28.2	78.6	20.8	D	D
NO	Cunningham	Joe	NA	D	SC	1	NA	NA	NA	NA	NA	5_points_or_less	Y	SC-01	lean republican	61354.00	ABOVE	38.30000	ABOVE	29.47700	BELOW	38.32600	ABOVE	BELOW	BELOW	40.5	53.2	40.1	58.4	R	R
YES	Pallone	Frank	NA	D	NJ	6	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NJ-06	NA	77157.00	ABOVE	37.10000	BELOW	51.38200	ABOVE	38.39400	ABOVE	BELOW	ABOVE	56.2	40.6	62.1	37.9	D	D
YES	Blumenauer	Earl	NA	D	OR	3	2019-05-03	NA	2019-05-03	5	2019	more_than_5_points	N	OR-03	NA	57649.00	ABOVE	36.90000	BELOW	28.09500	BELOW	38.63800	ABOVE	BELOW	ABOVE	68.4	21.7	71.6	24.5	D	D
NO	Lamb	Conor	NA	D	PA	17	NA	NA	NA	NA	NA	more_than_5_points	Y	PA-17	lean democratic	65309.40	ABOVE	44.09304	ABOVE	11.70883	BELOW	38.99642	ABOVE	NA	BELOW	46.8	49.4	47.2	51.7	R	R
YES	Engel	Eliot	L.	D	NY	16	2019-07-30	NA	2019-07-30	7	2019	more_than_5_points	N	NY-16	NA	66153.00	ABOVE	39.40000	ABOVE	62.75300	ABOVE	39.06400	ABOVE	BELOW	ABOVE	74.5	22.3	73.6	25.5	D	D
YES	Bonamici	Suzanne	NA	D	OR	1	2019-05-22	NA	2019-05-22	5	2019	more_than_5_points	N	OR-01	NA	66106.00	ABOVE	37.40000	BELOW	27.69400	BELOW	39.14000	ABOVE	BELOW	ABOVE	55.0	33.1	56.8	39.7	D	D
YES	Slotkin	Elissa	NA	D	MI	8	2019-09-23	NA	2019-09-23	9	2019	5_points_or_less	Y	MI-08	tossup	65205.00	ABOVE	38.10000	ABOVE	17.40100	BELOW	39.41500	ABOVE	ABOVE	ABOVE	43.8	50.5	47.9	51.1	R	R
YES	Underwood	Lauren	NA	D	IL	14	2019-08-20	NA	2019-08-20	8	2019	5_points_or_less	Y	IL-14	lean republican	86449.00	ABOVE	38.80000	ABOVE	20.73300	BELOW	39.60400	ABOVE	BELOW	BELOW	45.3	49.3	44.2	54.2	R	R
YES	Davis	Danny	K.	D	IL	7	2019-05-28	NA	2019-05-28	5	2019	more_than_5_points	N	IL-07	NA	51546.00	BELOW	33.60000	BELOW	72.57000	ABOVE	39.69400	ABOVE	BELOW	ABOVE	86.5	9.1	87.2	11.8	D	D
YES	Huffman	Jared	NA	D	CA	2	2017-12-06	NA	2017-12-06	12	2017	more_than_5_points	N	CA-02	NA	65158.00	ABOVE	43.60000	ABOVE	28.42400	BELOW	39.96600	ABOVE	ABOVE	ABOVE	68.3	23.1	68.9	26.9	D	D
YES	Lewis	John	NA	D	GA	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	GA-05	NA	45882.00	BELOW	33.50000	BELOW	71.66400	ABOVE	40.11400	ABOVE	BELOW	ABOVE	85.0	11.9	83.1	15.8	D	D
YES	Cisneros	Gilbert	NA	D	CA	39	2019-09-23	NA	2019-09-23	9	2019	5_points_or_less	Y	CA-39	tossup	80844.00	ABOVE	38.30000	ABOVE	68.48700	ABOVE	40.16200	ABOVE	BELOW	ABOVE	51.1	42.6	47.1	50.8	D	R
YES	Pocan	Mark	NA	D	WI	2	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	WI-02	NA	60946.00	ABOVE	36.30000	BELOW	17.16400	BELOW	40.23500	ABOVE	ABOVE	ABOVE	64.9	28.6	68.2	30.4	D	D
YES	Smith	Adam	NA	D	WA	9	NA	2019-06-01	2019-06-01	6	2019	more_than_5_points	N	WA-09	NA	68915.00	ABOVE	36.90000	BELOW	52.93800	ABOVE	40.32600	ABOVE	BELOW	ABOVE	70.4	23.4	68.3	29.6	D	D
YES	Rice	Kathleen	NA	D	NY	4	NA	2019-04-01	2019-04-01	4	2019	more_than_5_points	N	NY-04	NA	96078.00	ABOVE	40.30000	ABOVE	42.27100	ABOVE	40.61900	ABOVE	BELOW	ABOVE	53.0	43.4	55.7	43.3	D	D
YES	Trone	David	NA	D	MD	6	2019-08-14	NA	2019-08-14	8	2019	more_than_5_points	N	MD-06	NA	74892.00	ABOVE	38.40000	ABOVE	39.76800	ABOVE	41.18400	ABOVE	BELOW	ABOVE	55.2	39.8	54.8	43.0	D	D
YES	Chu	Judy	NA	D	CA	27	2019-07-31	NA	2019-07-31	7	2019	more_than_5_points	N	CA-27	NA	70099.00	ABOVE	41.40000	ABOVE	72.73000	ABOVE	41.21300	ABOVE	BELOW	ABOVE	66.0	28.4	62.6	35.0	D	D
YES	Crow	Jason	NA	D	CO	6	2019-07-30	NA	2019-07-30	7	2019	more_than_5_points	Y	CO-06	lean democratic	72470.00	ABOVE	36.00000	BELOW	37.89500	BELOW	41.46900	ABOVE	BELOW	ABOVE	50.2	41.3	51.8	46.7	D	D
YES	DelBene	Suzan	K.	D	WA	1	2019-07-28	NA	2019-07-28	7	2019	more_than_5_points	N	WA-01	NA	85293.00	ABOVE	38.70000	ABOVE	24.74200	BELOW	41.64900	ABOVE	BELOW	ABOVE	54.2	37.8	54.1	43.3	D	D
YES	Pressley	Ayanna	NA	D	MA	7	2019-04-19	NA	2019-04-19	4	2019	more_than_5_points	N	MA-07	NA	55508.00	ABOVE	31.60000	BELOW	58.49400	ABOVE	41.74600	ABOVE	BELOW	ABOVE	83.0	11.8	82.3	15.6	D	D
YES	Sherman	Brad	NA	D	CA	30	2017-07-12	NA	2017-07-12	7	2017	more_than_5_points	N	CA-30	NA	72243.00	ABOVE	39.10000	ABOVE	49.42900	ABOVE	42.13500	ABOVE	BELOW	ABOVE	69.1	25.7	65.3	32.1	D	D
YES	Swalwell	Eric	NA	D	CA	15	2019-06-13	NA	2019-06-13	6	2019	more_than_5_points	N	CA-15	NA	97232.00	ABOVE	37.80000	ABOVE	65.59300	ABOVE	42.39900	ABOVE	BELOW	ABOVE	68.6	23.7	68.0	29.8	D	D
YES	Moulton	Seth	NA	D	MA	6	2019-04-23	NA	2019-04-23	4	2019	more_than_5_points	N	MA-06	NA	81711.00	ABOVE	42.50000	ABOVE	17.47800	BELOW	42.57700	ABOVE	BELOW	ABOVE	55.1	37.6	54.6	43.8	D	D
YES	McCollum	Betty	NA	D	MN	4	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	MN-04	NA	63826.00	ABOVE	35.70000	BELOW	31.71300	BELOW	42.58600	ABOVE	BELOW	ABOVE	60.9	30.2	62.3	35.4	D	D
YES	DeSaulnier	Mark	NA	D	CA	11	2019-05-29	NA	2019-05-29	5	2019	more_than_5_points	N	CA-11	NA	78487.00	ABOVE	39.60000	ABOVE	53.08100	ABOVE	42.60600	ABOVE	BELOW	ABOVE	69.7	22.1	67.6	30.0	D	D
YES	Houlahan	Chrissy	NA	D	PA	6	2019-09-23	NA	2019-09-23	9	2019	more_than_5_points	Y	PA-06	likely democratic	78165.97	ABOVE	39.32951	ABOVE	25.55154	BELOW	42.79859	ABOVE	NA	ABOVE	52.6	43.3	51.0	47.8	D	D
YES	Levin	Mike	NA	D	CA	49	2019-06-26	NA	2019-06-26	6	2019	more_than_5_points	Y	CA-49	lean democratic	77558.00	ABOVE	37.10000	BELOW	38.64500	ABOVE	42.96000	ABOVE	BELOW	ABOVE	50.5	43.1	45.7	52.2	D	R
NO	Allred	Colin	NA	D	TX	32	NA	NA	NA	NA	NA	more_than_5_points	Y	TX-32	tossup	65544.00	ABOVE	35.50000	BELOW	49.96100	ABOVE	42.98700	ABOVE	BELOW	ABOVE	48.4	46.6	41.5	57.0	D	R
YES	Watson Coleman	Bonnie	NA	D	NJ	12	2019-07-11	NA	2019-07-11	7	2019	more_than_5_points	N	NJ-12	NA	81115.00	ABOVE	39.30000	ABOVE	52.04300	ABOVE	43.64500	ABOVE	BELOW	ABOVE	65.0	31.8	67.2	32.8	D	D
YES	Schneider	Brad	NA	D	IL	10	2019-08-22	NA	2019-08-22	8	2019	more_than_5_points	N	IL-10	NA	74233.00	ABOVE	37.90000	ABOVE	41.27800	ABOVE	43.73600	ABOVE	BELOW	ABOVE	61.0	32.1	57.5	41.1	D	D
YES	Omar	Ilhan	NA	D	MN	5	NA	2018-12-01	2018-12-01	12	2018	more_than_5_points	N	MN-05	NA	55396.00	ABOVE	33.70000	BELOW	36.37300	BELOW	44.03200	ABOVE	BELOW	ABOVE	73.0	18.3	73.2	23.9	D	D
YES	Rouda	Harley	NA	D	CA	48	2019-06-27	NA	2019-06-27	6	2019	more_than_5_points	Y	CA-48	tossup	83894.00	ABOVE	41.00000	ABOVE	43.89300	ABOVE	44.16100	ABOVE	BELOW	ABOVE	47.5	45.8	43.0	54.7	D	R
YES	Schiff	Adam	B.	D	CA	28	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-28	NA	58768.00	ABOVE	39.20000	ABOVE	45.31100	ABOVE	44.30900	ABOVE	BELOW	ABOVE	72.1	22.3	70.3	26.5	D	D
YES	Lynch	Stephen	F.	D	MA	8	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	MA-08	NA	78995.00	ABOVE	39.30000	ABOVE	25.45200	BELOW	44.67700	ABOVE	BELOW	ABOVE	59.5	33.8	57.7	40.8	D	D
YES	Speier	Jackie	NA	D	CA	14	2019-05-21	NA	2019-05-21	5	2019	more_than_5_points	N	CA-14	NA	93666.00	ABOVE	39.40000	ABOVE	65.00100	ABOVE	44.71600	ABOVE	BELOW	ABOVE	76.8	18.2	74.2	23.6	D	D
YES	Lowey	Nita	M.	D	NY	17	2019-07-31	NA	2019-07-31	7	2019	more_than_5_points	N	NY-17	NA	91734.00	ABOVE	38.90000	ABOVE	39.50500	ABOVE	45.34400	ABOVE	BELOW	ABOVE	58.0	38.1	57.0	41.8	D	D
YES	DeGette	Diana	NA	D	CO	1	2019-04-23	NA	2019-04-23	4	2019	more_than_5_points	N	CO-01	NA	58507.00	ABOVE	34.80000	BELOW	42.45900	ABOVE	45.45500	ABOVE	BELOW	ABOVE	69.1	23.3	69.0	28.9	D	D
NO	Davids	Sharice	NA	D	KS	3	NA	NA	NA	NA	NA	more_than_5_points	Y	KS-03	lean democratic	68548.00	ABOVE	36.30000	BELOW	27.34300	BELOW	45.58300	ABOVE	BELOW	ABOVE	46.9	45.7	44.3	53.8	D	R
YES	Stevens	Haley	NA	D	MI	11	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	MI-11	lean democratic	76851.00	ABOVE	41.20000	ABOVE	20.15400	BELOW	45.84300	ABOVE	BELOW	ABOVE	45.0	49.4	47.0	52.4	R	R
YES	Dean	Madeleine	NA	D	PA	4	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	PA-04	NA	86389.22	ABOVE	41.91792	ABOVE	21.97715	BELOW	45.91202	ABOVE	NA	BELOW	57.8	38.5	56.1	42.8	D	D
YES	Lee	Barbara	NA	D	CA	13	NA	2019-01-01	2019-01-01	1	2019	more_than_5_points	N	CA-13	NA	64948.00	ABOVE	36.60000	BELOW	65.55500	ABOVE	46.12900	ABOVE	BELOW	ABOVE	86.0	6.7	87.5	9.0	D	D
YES	Gottheimer	Josh	NA	D	NJ	5	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NJ-05	NA	95701.00	ABOVE	42.90000	ABOVE	29.52900	BELOW	46.21000	ABOVE	BELOW	ABOVE	47.7	48.8	48.5	51.5	R	R
YES	Sarbanes	John	NA	D	MD	3	2019-09-11	NA	2019-09-11	9	2019	more_than_5_points	N	MD-03	NA	81032.00	ABOVE	37.20000	BELOW	40.23500	ABOVE	46.63600	ABOVE	BELOW	ABOVE	62.8	31.9	61.3	36.5	D	D
YES	Phillips	Dean	NA	D	MN	3	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	Y	MN-03	lean democratic	81804.00	ABOVE	39.90000	ABOVE	21.25200	BELOW	47.75700	ABOVE	BELOW	ABOVE	50.2	40.9	49.5	48.7	D	D
YES	Himes	Jim	NA	D	CT	4	NA	2019-06-01	2019-06-01	6	2019	more_than_5_points	N	CT-04	NA	90142.00	ABOVE	39.50000	ABOVE	37.79400	BELOW	48.73600	ABOVE	BELOW	ABOVE	59.5	36.5	55.1	44.0	D	D
YES	Fletcher	Lizzie	NA	D	TX	7	2019-09-24	NA	2019-09-24	9	2019	5_points_or_less	Y	TX-07	tossup	71343.00	ABOVE	34.80000	BELOW	56.09100	ABOVE	48.97600	ABOVE	BELOW	ABOVE	48.2	46.8	38.6	59.9	D	R
YES	Kennedy	Joseph	P.	D	MA	4	2019-06-28	NA	2019-06-28	6	2019	more_than_5_points	N	MA-04	NA	91203.00	ABOVE	40.80000	ABOVE	15.36200	BELOW	49.50400	ABOVE	BELOW	ABOVE	58.1	34.4	57.0	41.2	D	D
YES	Casten	Sean	NA	D	IL	6	2019-06-20	NA	2019-06-20	6	2019	more_than_5_points	Y	IL-06	tossup	93839.00	ABOVE	40.80000	ABOVE	22.71400	BELOW	50.93200	ABOVE	BELOW	ABOVE	49.9	43.0	45.2	53.4	D	R
YES	Malinowski	Tom	NA	D	NJ	7	2019-05-29	NA	2019-05-29	5	2019	5_points_or_less	Y	NJ-07	tossup	104987.00	ABOVE	42.30000	ABOVE	27.83300	BELOW	51.43500	ABOVE	BELOW	ABOVE	48.6	47.5	46.7	53.0	D	R
YES	Suozzi	Thomas	NA	D	NY	3	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	NY-03	NA	104805.00	ABOVE	44.30000	ABOVE	30.45600	BELOW	51.45000	ABOVE	BELOW	ABOVE	51.2	45.1	50.7	48.1	D	D
YES	Schakowsky	Jan	NA	D	IL	9	NA	2019-06-01	2019-06-01	6	2019	more_than_5_points	N	IL-09	NA	65764.00	ABOVE	40.20000	ABOVE	35.44600	BELOW	52.10800	ABOVE	BELOW	ABOVE	69.1	24.6	65.0	33.3	D	D
YES	Sherrill	Mikie	NA	D	NJ	11	2019-09-23	NA	2019-09-23	9	2019	more_than_5_points	Y	NJ-11	lean democratic	103419.00	ABOVE	43.00000	ABOVE	25.43700	BELOW	52.12700	ABOVE	BELOW	ABOVE	47.9	48.8	47.1	52.9	R	R
YES	Price	David	E.	D	NC	4	2019-08-13	NA	2019-08-13	8	2019	more_than_5_points	N	NC-04	NA	64252.00	ABOVE	34.10000	BELOW	43.24000	ABOVE	52.26600	ABOVE	BELOW	ABOVE	65.7	29.0	72.4	26.5	D	D
YES	Quigley	Mike	NA	D	IL	5	2019-05-30	NA	2019-05-30	5	2019	more_than_5_points	N	IL-05	NA	74066.00	ABOVE	34.90000	BELOW	31.69500	BELOW	52.30700	ABOVE	BELOW	ABOVE	69.6	23.6	66.0	31.8	D	D
YES	Neguse	Joe	NA	D	CO	2	2019-05-21	NA	2019-05-21	5	2019	more_than_5_points	N	CO-02	NA	72006.00	ABOVE	37.40000	BELOW	17.01100	BELOW	53.28700	ABOVE	BELOW	ABOVE	56.3	35.0	58.0	39.5	D	D
YES	Porter	Katie	NA	D	CA	45	2019-06-17	NA	2019-06-17	6	2019	5_points_or_less	Y	CA-45	tossup	93995.00	ABOVE	39.10000	ABOVE	47.75500	ABOVE	53.45800	ABOVE	BELOW	ABOVE	49.4	44.0	43.0	54.8	D	R
YES	Raskin	Jamie	NA	D	MD	8	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	MD-08	NA	97663.00	ABOVE	40.20000	ABOVE	38.75800	ABOVE	53.81600	ABOVE	BELOW	ABOVE	64.2	30.9	62.3	35.8	D	D
YES	Wexton	Jennifer	NA	D	VA	10	2019-07-30	NA	2019-07-30	7	2019	more_than_5_points	Y	VA-10	lean democratic	116069.00	ABOVE	37.60000	BELOW	36.79200	BELOW	54.42200	ABOVE	BELOW	ABOVE	51.6	41.7	48.7	49.8	D	R
YES	Connolly	Gerald	E.	D	VA	11	2019-08-08	NA	2019-08-08	8	2019	more_than_5_points	N	VA-11	NA	105024.00	ABOVE	36.20000	BELOW	52.94200	ABOVE	54.44700	ABOVE	BELOW	ABOVE	66.1	27.2	62.3	36.2	D	D
YES	Khanna	Ro	NA	D	CA	17	NA	2019-08-01	2019-08-01	8	2019	more_than_5_points	N	CA-17	NA	107946.00	ABOVE	36.50000	BELOW	75.34000	ABOVE	54.88500	ABOVE	BELOW	ABOVE	73.6	20.4	71.9	25.5	D	D
YES	Clark	Katherine	NA	D	MA	5	2019-07-25	NA	2019-07-25	7	2019	more_than_5_points	N	MA-05	NA	86416.00	ABOVE	38.80000	ABOVE	26.80100	BELOW	55.12900	ABOVE	BELOW	ABOVE	68.2	25.3	65.1	33.1	D	D
YES	Pelosi	Nancy	NA	D	CA	12	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-12	NA	88364.00	ABOVE	38.20000	ABOVE	56.53500	ABOVE	56.32500	ABOVE	BELOW	ABOVE	85.2	8.6	84.1	12.5	D	D
YES	Peters	Scott	NA	D	CA	52	2019-06-26	NA	2019-06-26	6	2019	more_than_5_points	N	CA-52	NA	86174.00	ABOVE	36.30000	BELOW	41.27100	ABOVE	56.76900	ABOVE	BELOW	ABOVE	58.1	35.6	52.1	45.7	D	D
YES	Jayapal	Pramila	NA	D	WA	7	2019-05-21	NA	2019-05-21	5	2019	more_than_5_points	N	WA-07	NA	75568.00	ABOVE	37.00000	BELOW	29.05600	BELOW	58.19800	ABOVE	BELOW	ABOVE	82.1	12.2	79.2	18.1	D	D
NO	McBath	Lucy	NA	D	GA	6	NA	NA	NA	NA	NA	5_points_or_less	Y	GA-06	lean republican	82390.00	ABOVE	37.70000	ABOVE	39.01200	ABOVE	59.07900	ABOVE	BELOW	ABOVE	46.8	48.3	37.4	60.9	R	R
YES	Nadler	Jerrold	NA	D	NY	10	NA	2019-07-01	2019-07-01	7	2019	more_than_5_points	N	NY-10	NA	81814.00	ABOVE	35.90000	BELOW	36.49600	BELOW	59.81300	ABOVE	BELOW	ABOVE	77.5	18.6	73.5	25.0	D	D
YES	Eshoo	Anna	G.	D	CA	18	2019-09-24	NA	2019-09-24	9	2019	more_than_5_points	N	CA-18	NA	112702.00	ABOVE	39.90000	ABOVE	44.69400	ABOVE	60.49700	ABOVE	BELOW	ABOVE	73.4	20.2	68.2	28.9	D	D
YES	Beyer	Donald	NA	D	VA	8	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	VA-08	NA	100649.00	ABOVE	35.60000	BELOW	47.72100	ABOVE	61.11100	ABOVE	BELOW	ABOVE	72.4	20.6	67.6	30.9	D	D
YES	Lieu	Ted	NA	D	CA	33	NA	2019-05-01	2019-05-01	5	2019	more_than_5_points	N	CA-33	NA	99902.00	ABOVE	41.10000	ABOVE	34.23400	BELOW	63.28800	ABOVE	BELOW	ABOVE	67.8	26.5	60.6	36.8	D	D
YES	Maloney	Carolyn	B.	D	NY	12	2019-06-15	NA	2019-06-15	6	2019	more_than_5_points	N	NY-12	NA	93559.00	ABOVE	36.10000	BELOW	34.56800	BELOW	71.12300	ABOVE	BELOW	ABOVE	82.4	13.3	76.8	21.5	D	D

Members against impeachment based on percentage of district that has Bachelor’s Degree and above

Sort the just those who are NO on impeachment based on the percentage of a district that has a bachelor’s degree or higher (“pct_bachelors”), from lowest to highest

Explanation: First, I arranged the values in the dataset from ascending order by “pct_bachelors”. Then, I filtered that to return only those who are against impeachment.

impeach %>%
  arrange(pct_bachelors) %>%
  filter(for_impeachment == "NO") %>%
  gt() %>%
  tab_header(
    title = "Members Against Impeachment based on Percentage of District that has Bachelor's Degree+"
    )

Members Against Impeachment based on Percentage of District that has Bachelor's Degree+
for_impeachment	last_name	first_name	middle_name	party	state	district	date_exact	date_approx_month	date_comb	date_month	date_year	margin_flag_2018	flip_2018	house_dist	keyrace_rating	median_income	median_income_compared_to_national	median_age	median_age_compared_to_national	pct_nonwhite	pct_nonwhite_compared_to_national	pct_bachelors	pct_bachelors_compared_to_national	rural_pop_above20pct	gdp_above_national	clinton_percent	trump_percent	obama_percent	romney_percent	p16winningparty	p12winningparty
NO	Cuellar	Henry	NA	D	TX	28	NA	NA	NA	NA	NA	more_than_5_points	N	TX-28	NA	45253.0	BELOW	31.20000	BELOW	83.29000	ABOVE	17.72200	BELOW	BELOW	BELOW	57.8	38.1	60.3	38.7	D	D
NO	Bustos	Cheri	NA	D	IL	17	NA	NA	NA	NA	NA	more_than_5_points	N	IL-17	NA	45144.0	BELOW	39.80000	ABOVE	23.86000	BELOW	18.34200	BELOW	ABOVE	BELOW	46.5	47.3	57.4	40.8	R	D
NO	Wilson	Frederica	NA	D	FL	24	NA	NA	NA	NA	NA	5_points_or_less	N	FL-24	NA	36368.0	BELOW	36.90000	BELOW	87.57200	ABOVE	18.91800	BELOW	BELOW	BELOW	82.7	15.5	87.6	12.2	D	D
NO	Gonzalez	Vicente	NA	D	TX	15	NA	NA	NA	NA	NA	more_than_5_points	N	TX-15	NA	41865.0	BELOW	30.30000	BELOW	84.46800	ABOVE	19.03000	BELOW	BELOW	BELOW	56.2	39.7	57.4	41.5	D	D
NO	Sewell	Terri	NA	D	AL	7	NA	NA	NA	NA	NA	more_than_5_points	N	AL-07	NA	33366.0	BELOW	35.80000	BELOW	67.96500	ABOVE	19.10000	BELOW	ABOVE	BELOW	69.5	28.3	72.5	27.0	D	D
NO	Lawson	Al	NA	D	FL	5	NA	NA	NA	NA	NA	more_than_5_points	N	FL-05	NA	37816.0	BELOW	33.40000	BELOW	59.31600	ABOVE	19.76300	BELOW	BELOW	ABOVE	61.3	35.9	73.4	26.1	D	D
NO	Johnson	Eddie	Bernice	D	TX	30	NA	NA	NA	NA	NA	more_than_5_points	N	TX-30	NA	42708.0	BELOW	32.80000	BELOW	84.52900	ABOVE	19.84700	BELOW	BELOW	ABOVE	79.1	18.3	79.6	19.6	D	D
NO	Horsford	Steven	NA	D	NV	4	NA	NA	NA	NA	NA	more_than_5_points	N	NV-04	lean democratic	53889.0	BELOW	35.80000	BELOW	53.00100	ABOVE	19.93900	BELOW	BELOW	BELOW	49.5	44.6	54.2	43.5	D	D
NO	Torres Small	Xochitl	NA	D	NM	2	NA	NA	NA	NA	NA	5_points_or_less	Y	NM-02	tossup	41600.0	BELOW	35.90000	BELOW	62.27300	ABOVE	20.58900	BELOW	ABOVE	BELOW	39.9	50.1	44.9	51.7	R	R
NO	Peterson	Collin	C.	D	MN	7	NA	NA	NA	NA	NA	5_points_or_less	N	MN-07	NA	52930.0	BELOW	40.70000	ABOVE	10.60800	BELOW	21.48600	BELOW	ABOVE	BELOW	30.8	61.4	44.0	53.7	R	R
NO	Golden	Jared	NA	D	ME	2	NA	NA	NA	NA	NA	5_points_or_less	Y	ME-02	tossup	44649.0	BELOW	44.30000	ABOVE	5.67900	BELOW	22.48200	BELOW	ABOVE	BELOW	41.0	51.3	52.8	44.2	R	D
NO	O'Halleran	Tom	NA	D	AZ	1	NA	NA	NA	NA	NA	more_than_5_points	N	AZ-01	lean democratic	48583.0	BELOW	36.80000	BELOW	50.52300	ABOVE	23.64000	BELOW	ABOVE	BELOW	46.0	47.0	47.9	50.4	R	R
NO	Brindisi	Anthony	NA	D	NY	22	NA	NA	NA	NA	NA	5_points_or_less	Y	NY-22	tossup	50059.0	BELOW	40.90000	ABOVE	12.03200	BELOW	24.08400	BELOW	ABOVE	BELOW	38.9	54.2	48.7	49.1	R	R
NO	Kind	Ron	NA	D	WI	3	NA	NA	NA	NA	NA	more_than_5_points	N	WI-03	NA	50985.0	BELOW	38.40000	ABOVE	7.59800	BELOW	24.28600	BELOW	ABOVE	BELOW	44.3	48.8	54.7	43.7	R	D
NO	Van Drew	Jefferson	NA	D	NJ	2	NA	NA	NA	NA	NA	more_than_5_points	Y	NJ-02	likely democratic	59785.0	ABOVE	41.40000	ABOVE	33.95400	BELOW	24.78000	BELOW	BELOW	BELOW	46.0	50.6	53.7	45.5	R	D
NO	Gabbard	Tulsi	NA	D	HI	2	NA	NA	NA	NA	NA	more_than_5_points	N	HI-02	NA	67716.0	ABOVE	37.80000	ABOVE	71.45900	ABOVE	27.96800	BELOW	BELOW	BELOW	61.4	29.6	71.4	26.7	D	D
NO	McAdams	Ben	NA	D	UT	4	NA	NA	NA	NA	NA	5_points_or_less	Y	UT-04	tossup	65081.0	ABOVE	30.80000	BELOW	24.46600	BELOW	28.15300	BELOW	BELOW	ABOVE	32.4	39.1	30.4	67.6	R	R
NO	Schrader	Kurt	NA	D	OR	5	NA	NA	NA	NA	NA	more_than_5_points	N	OR-05	NA	56481.0	ABOVE	39.20000	ABOVE	24.07700	BELOW	29.31600	BELOW	BELOW	BELOW	46.4	42.3	50.1	46.8	D	D
NO	Horn	Kendra	NA	D	OK	5	NA	NA	NA	NA	NA	5_points_or_less	Y	OK-05	NA	47442.0	BELOW	34.60000	BELOW	41.74700	ABOVE	29.76300	BELOW	BELOW	ABOVE	39.7	53.3	40.8	59.2	R	R
NO	Lee	Susie	NA	D	NV	3	NA	NA	NA	NA	NA	more_than_5_points	N	NV-03	lean democratic	64740.0	ABOVE	38.60000	ABOVE	42.51600	ABOVE	31.41500	ABOVE	BELOW	BELOW	46.5	47.5	49.3	48.5	R	D
NO	Rose	Max	NA	D	NY	11	NA	NA	NA	NA	NA	more_than_5_points	Y	NY-11	lean republican	66890.0	ABOVE	39.20000	ABOVE	38.41300	ABOVE	33.42600	ABOVE	BELOW	BELOW	43.5	53.3	51.6	47.2	R	D
NO	Cunningham	Joe	NA	D	SC	1	NA	NA	NA	NA	NA	5_points_or_less	Y	SC-01	lean republican	61354.0	ABOVE	38.30000	ABOVE	29.47700	BELOW	38.32600	ABOVE	BELOW	BELOW	40.5	53.2	40.1	58.4	R	R
NO	Lamb	Conor	NA	D	PA	17	NA	NA	NA	NA	NA	more_than_5_points	Y	PA-17	lean democratic	65309.4	ABOVE	44.09304	ABOVE	11.70883	BELOW	38.99642	ABOVE	NA	BELOW	46.8	49.4	47.2	51.7	R	R
NO	Allred	Colin	NA	D	TX	32	NA	NA	NA	NA	NA	more_than_5_points	Y	TX-32	tossup	65544.0	ABOVE	35.50000	BELOW	49.96100	ABOVE	42.98700	ABOVE	BELOW	ABOVE	48.4	46.6	41.5	57.0	D	R
NO	Davids	Sharice	NA	D	KS	3	NA	NA	NA	NA	NA	more_than_5_points	Y	KS-03	lean democratic	68548.0	ABOVE	36.30000	BELOW	27.34300	BELOW	45.58300	ABOVE	BELOW	ABOVE	46.9	45.7	44.3	53.8	D	R
NO	McBath	Lucy	NA	D	GA	6	NA	NA	NA	NA	NA	5_points_or_less	Y	GA-06	lean republican	82390.0	ABOVE	37.70000	ABOVE	39.01200	ABOVE	59.07900	ABOVE	BELOW	ABOVE	46.8	48.3	37.4	60.9	R	R

Members against impeachment based on percentage of district that has Bachelor’s Degree and above and percent Bachelor’s compared to national average

Sort the just those who are NO on impeachment based on the percentage of a district that has a bachelor’s degree or higher (“pct_bachelors”), from lowest to highest.

Then filter those records by only those whose bachelor’s percentage is below the national average (found in the “pct_bachelors_compared_to_national” column).

Explanation: I first arranged the dataset in ascending order by pct_bachelors. Then, I filtered those results by those who voted NO on impeachment and also those who have “BELOW” in the “pct_bachelors_compared_to_national” column.

impeach %>%
  arrange(pct_bachelors) %>%
  filter(for_impeachment == "NO" & pct_bachelors_compared_to_national == "BELOW") %>%
  gt() %>%
  tab_header(
    title = "Members Against Impeachment Based on Percentage of District that has Bachelor's Degree+ and Percent Bachelor's Compared to National Average"
    )

Members Against Impeachment Based on Percentage of District that has Bachelor's Degree+ and Percent Bachelor's Compared to National Average
for_impeachment	last_name	first_name	middle_name	party	state	district	date_exact	date_approx_month	date_comb	date_month	date_year	margin_flag_2018	flip_2018	house_dist	keyrace_rating	median_income	median_income_compared_to_national	median_age	median_age_compared_to_national	pct_nonwhite	pct_nonwhite_compared_to_national	pct_bachelors	pct_bachelors_compared_to_national	rural_pop_above20pct	gdp_above_national	clinton_percent	trump_percent	obama_percent	romney_percent	p16winningparty	p12winningparty
NO	Cuellar	Henry	NA	D	TX	28	NA	NA	NA	NA	NA	more_than_5_points	N	TX-28	NA	45253	BELOW	31.2	BELOW	83.290	ABOVE	17.722	BELOW	BELOW	BELOW	57.8	38.1	60.3	38.7	D	D
NO	Bustos	Cheri	NA	D	IL	17	NA	NA	NA	NA	NA	more_than_5_points	N	IL-17	NA	45144	BELOW	39.8	ABOVE	23.860	BELOW	18.342	BELOW	ABOVE	BELOW	46.5	47.3	57.4	40.8	R	D
NO	Wilson	Frederica	NA	D	FL	24	NA	NA	NA	NA	NA	5_points_or_less	N	FL-24	NA	36368	BELOW	36.9	BELOW	87.572	ABOVE	18.918	BELOW	BELOW	BELOW	82.7	15.5	87.6	12.2	D	D
NO	Gonzalez	Vicente	NA	D	TX	15	NA	NA	NA	NA	NA	more_than_5_points	N	TX-15	NA	41865	BELOW	30.3	BELOW	84.468	ABOVE	19.030	BELOW	BELOW	BELOW	56.2	39.7	57.4	41.5	D	D
NO	Sewell	Terri	NA	D	AL	7	NA	NA	NA	NA	NA	more_than_5_points	N	AL-07	NA	33366	BELOW	35.8	BELOW	67.965	ABOVE	19.100	BELOW	ABOVE	BELOW	69.5	28.3	72.5	27.0	D	D
NO	Lawson	Al	NA	D	FL	5	NA	NA	NA	NA	NA	more_than_5_points	N	FL-05	NA	37816	BELOW	33.4	BELOW	59.316	ABOVE	19.763	BELOW	BELOW	ABOVE	61.3	35.9	73.4	26.1	D	D
NO	Johnson	Eddie	Bernice	D	TX	30	NA	NA	NA	NA	NA	more_than_5_points	N	TX-30	NA	42708	BELOW	32.8	BELOW	84.529	ABOVE	19.847	BELOW	BELOW	ABOVE	79.1	18.3	79.6	19.6	D	D
NO	Horsford	Steven	NA	D	NV	4	NA	NA	NA	NA	NA	more_than_5_points	N	NV-04	lean democratic	53889	BELOW	35.8	BELOW	53.001	ABOVE	19.939	BELOW	BELOW	BELOW	49.5	44.6	54.2	43.5	D	D
NO	Torres Small	Xochitl	NA	D	NM	2	NA	NA	NA	NA	NA	5_points_or_less	Y	NM-02	tossup	41600	BELOW	35.9	BELOW	62.273	ABOVE	20.589	BELOW	ABOVE	BELOW	39.9	50.1	44.9	51.7	R	R
NO	Peterson	Collin	C.	D	MN	7	NA	NA	NA	NA	NA	5_points_or_less	N	MN-07	NA	52930	BELOW	40.7	ABOVE	10.608	BELOW	21.486	BELOW	ABOVE	BELOW	30.8	61.4	44.0	53.7	R	R
NO	Golden	Jared	NA	D	ME	2	NA	NA	NA	NA	NA	5_points_or_less	Y	ME-02	tossup	44649	BELOW	44.3	ABOVE	5.679	BELOW	22.482	BELOW	ABOVE	BELOW	41.0	51.3	52.8	44.2	R	D
NO	O'Halleran	Tom	NA	D	AZ	1	NA	NA	NA	NA	NA	more_than_5_points	N	AZ-01	lean democratic	48583	BELOW	36.8	BELOW	50.523	ABOVE	23.640	BELOW	ABOVE	BELOW	46.0	47.0	47.9	50.4	R	R
NO	Brindisi	Anthony	NA	D	NY	22	NA	NA	NA	NA	NA	5_points_or_less	Y	NY-22	tossup	50059	BELOW	40.9	ABOVE	12.032	BELOW	24.084	BELOW	ABOVE	BELOW	38.9	54.2	48.7	49.1	R	R
NO	Kind	Ron	NA	D	WI	3	NA	NA	NA	NA	NA	more_than_5_points	N	WI-03	NA	50985	BELOW	38.4	ABOVE	7.598	BELOW	24.286	BELOW	ABOVE	BELOW	44.3	48.8	54.7	43.7	R	D
NO	Van Drew	Jefferson	NA	D	NJ	2	NA	NA	NA	NA	NA	more_than_5_points	Y	NJ-02	likely democratic	59785	ABOVE	41.4	ABOVE	33.954	BELOW	24.780	BELOW	BELOW	BELOW	46.0	50.6	53.7	45.5	R	D
NO	Gabbard	Tulsi	NA	D	HI	2	NA	NA	NA	NA	NA	more_than_5_points	N	HI-02	NA	67716	ABOVE	37.8	ABOVE	71.459	ABOVE	27.968	BELOW	BELOW	BELOW	61.4	29.6	71.4	26.7	D	D
NO	McAdams	Ben	NA	D	UT	4	NA	NA	NA	NA	NA	5_points_or_less	Y	UT-04	tossup	65081	ABOVE	30.8	BELOW	24.466	BELOW	28.153	BELOW	BELOW	ABOVE	32.4	39.1	30.4	67.6	R	R
NO	Schrader	Kurt	NA	D	OR	5	NA	NA	NA	NA	NA	more_than_5_points	N	OR-05	NA	56481	ABOVE	39.2	ABOVE	24.077	BELOW	29.316	BELOW	BELOW	BELOW	46.4	42.3	50.1	46.8	D	D
NO	Horn	Kendra	NA	D	OK	5	NA	NA	NA	NA	NA	5_points_or_less	Y	OK-05	NA	47442	BELOW	34.6	BELOW	41.747	ABOVE	29.763	BELOW	BELOW	ABOVE	39.7	53.3	40.8	59.2	R	R

NJ Members against impeachment

Filter for only members from New Jersey who are NO on impeachment

Explanation: I filtered the dataset where state was “NJ” and where the value in for_impeachment was “NO”.

impeach %>%
  filter(state== "NJ" & for_impeachment == "NO") %>%
  gt() %>%
  tab_header(
    title = "NJ Members Against Impeachment"
    )

NJ Members Against Impeachment
for_impeachment	last_name	first_name	middle_name	party	state	district	date_exact	date_approx_month	date_comb	date_month	date_year	margin_flag_2018	flip_2018	house_dist	keyrace_rating	median_income	median_income_compared_to_national	median_age	median_age_compared_to_national	pct_nonwhite	pct_nonwhite_compared_to_national	pct_bachelors	pct_bachelors_compared_to_national	rural_pop_above20pct	gdp_above_national	clinton_percent	trump_percent	obama_percent	romney_percent	p16winningparty	p12winningparty
NO	Van Drew	Jefferson	NA	D	NJ	2	NA	NA	NA	NA	NA	more_than_5_points	Y	NJ-02	likely democratic	59785	ABOVE	41.4	ABOVE	33.954	BELOW	24.78	BELOW	BELOW	BELOW	46	50.6	53.7	45.5	R	D

Members for impeachment with a declared date prior to 2019

Filter for those who were YES on impeachment, with a declared date prior to 2019. So only those with dates before 2019. Then sort those so that the highest Clinton vote percentages are at the top.

Explanation: First, I arranged the dataset in descending order based on the clinton_percent variable. Then, I filtered those results where the year was less than 2019 (aka happened before 2019) and where they voted YES on impeachment.

impeach %>%
  arrange(desc(clinton_percent)) %>%
  filter(date_year < "2019",
         for_impeachment  == "YES")  %>%
  gt() %>%
  tab_header(
    title = "Members For Impeachment with a Declared Date Prior to 2019"
    )

Members For Impeachment with a Declared Date Prior to 2019
for_impeachment	last_name	first_name	middle_name	party	state	district	date_exact	date_approx_month	date_comb	date_month	date_year	margin_flag_2018	flip_2018	house_dist	keyrace_rating	median_income	median_income_compared_to_national	median_age	median_age_compared_to_national	pct_nonwhite	pct_nonwhite_compared_to_national	pct_bachelors	pct_bachelors_compared_to_national	rural_pop_above20pct	gdp_above_national	clinton_percent	trump_percent	obama_percent	romney_percent	p16winningparty	p12winningparty
YES	Evans	Dwight	NA	D	PA	3	2017-12-08	NA	2017-12-08	12	2017	more_than_5_points	N	PA-03	NA	44307.94	BELOW	36.31598	BELOW	70.30997	ABOVE	35.37645	ABOVE	NA	BELOW	90.9	7.0	91.7	7.6	D	D
YES	Gomez	Jimmy	NA	D	CA	34	2017-12-07	NA	2017-12-07	12	2017	more_than_5_points	N	CA-34	NA	37136.00	BELOW	34.30000	BELOW	89.54100	ABOVE	24.17400	BELOW	BELOW	ABOVE	83.6	10.7	83.0	14.1	D	D
YES	Clarke	Yvette	D.	D	NY	9	2017-05-17	NA	2017-05-17	5	2017	more_than_5_points	N	NY-09	NA	50825.00	BELOW	35.70000	BELOW	68.84300	ABOVE	35.82100	ABOVE	BELOW	BELOW	82.9	14.3	85.1	13.9	D	D
YES	Fudge	Marcia	L.	D	OH	11	NA	2017-11-01	2017-11-01	11	2017	more_than_5_points	N	OH-11	NA	34673.00	BELOW	38.00000	ABOVE	62.47900	ABOVE	26.45900	BELOW	BELOW	ABOVE	80.5	17.0	83.3	16.1	D	D
YES	Green	Al	NA	D	TX	9	NA	2017-05-01	2017-05-01	5	2017	more_than_5_points	N	TX-09	NA	44024.00	BELOW	32.00000	BELOW	88.74800	ABOVE	25.05500	BELOW	BELOW	ABOVE	79.1	18.0	78.0	21.1	D	D
YES	Cohen	Steve	NA	D	TN	9	NA	2017-11-01	2017-11-01	11	2017	more_than_5_points	N	TN-09	NA	37644.00	BELOW	33.30000	BELOW	75.69300	ABOVE	23.17300	BELOW	BELOW	ABOVE	76.9	19.6	78.5	20.7	D	D
YES	Moore	Gwen	NA	D	WI	4	2017-08-15	NA	2017-08-15	8	2017	more_than_5_points	N	WI-04	NA	40400.00	BELOW	32.50000	BELOW	56.94100	ABOVE	27.12000	BELOW	BELOW	BELOW	73.0	21.5	75.2	23.7	D	D
YES	Omar	Ilhan	NA	D	MN	5	NA	2018-12-01	2018-12-01	12	2018	more_than_5_points	N	MN-05	NA	55396.00	ABOVE	33.70000	BELOW	36.37300	BELOW	44.03200	ABOVE	BELOW	ABOVE	73.0	18.3	73.2	23.9	D	D
YES	Sherman	Brad	NA	D	CA	30	2017-07-12	NA	2017-07-12	7	2017	more_than_5_points	N	CA-30	NA	72243.00	ABOVE	39.10000	ABOVE	49.42900	ABOVE	42.13500	ABOVE	BELOW	ABOVE	69.1	25.7	65.3	32.1	D	D
YES	Huffman	Jared	NA	D	CA	2	2017-12-06	NA	2017-12-06	12	2017	more_than_5_points	N	CA-02	NA	65158.00	ABOVE	43.60000	ABOVE	28.42400	BELOW	39.96600	ABOVE	ABOVE	ABOVE	68.3	23.1	68.9	26.9	D	D

Members against impeachment and who come from a district with a GDP below national figure

Answer this question with a single numeric answer, and show the R code you used to reach that answer: How many members in the dataset who are holdouts on impeachment comes from districts with a GDP below the national figure?

19

Explanation: I filtered the dataset by those who oppose impeachment and who have the value “BELOW” in the “gdp_above_national” column. This returned a table with 19 rows.

impeach %>% 
  filter(for_impeachment == "NO",
         gdp_above_national == "BELOW")  %>%
  gt() %>%
  tab_header(
    title = "Members Against Impeachment and Who Come From a District with a GDP Below National Figure"
    )

Members Against Impeachment and Who Come From a District with a GDP Below National Figure
for_impeachment	last_name	first_name	middle_name	party	state	district	date_exact	date_approx_month	date_comb	date_month	date_year	margin_flag_2018	flip_2018	house_dist	keyrace_rating	median_income	median_income_compared_to_national	median_age	median_age_compared_to_national	pct_nonwhite	pct_nonwhite_compared_to_national	pct_bachelors	pct_bachelors_compared_to_national	rural_pop_above20pct	gdp_above_national	clinton_percent	trump_percent	obama_percent	romney_percent	p16winningparty	p12winningparty
NO	Brindisi	Anthony	NA	D	NY	22	NA	NA	NA	NA	NA	5_points_or_less	Y	NY-22	tossup	50059.0	BELOW	40.90000	ABOVE	12.03200	BELOW	24.08400	BELOW	ABOVE	BELOW	38.9	54.2	48.7	49.1	R	R
NO	Bustos	Cheri	NA	D	IL	17	NA	NA	NA	NA	NA	more_than_5_points	N	IL-17	NA	45144.0	BELOW	39.80000	ABOVE	23.86000	BELOW	18.34200	BELOW	ABOVE	BELOW	46.5	47.3	57.4	40.8	R	D
NO	Cuellar	Henry	NA	D	TX	28	NA	NA	NA	NA	NA	more_than_5_points	N	TX-28	NA	45253.0	BELOW	31.20000	BELOW	83.29000	ABOVE	17.72200	BELOW	BELOW	BELOW	57.8	38.1	60.3	38.7	D	D
NO	Cunningham	Joe	NA	D	SC	1	NA	NA	NA	NA	NA	5_points_or_less	Y	SC-01	lean republican	61354.0	ABOVE	38.30000	ABOVE	29.47700	BELOW	38.32600	ABOVE	BELOW	BELOW	40.5	53.2	40.1	58.4	R	R
NO	Gabbard	Tulsi	NA	D	HI	2	NA	NA	NA	NA	NA	more_than_5_points	N	HI-02	NA	67716.0	ABOVE	37.80000	ABOVE	71.45900	ABOVE	27.96800	BELOW	BELOW	BELOW	61.4	29.6	71.4	26.7	D	D
NO	Golden	Jared	NA	D	ME	2	NA	NA	NA	NA	NA	5_points_or_less	Y	ME-02	tossup	44649.0	BELOW	44.30000	ABOVE	5.67900	BELOW	22.48200	BELOW	ABOVE	BELOW	41.0	51.3	52.8	44.2	R	D
NO	Gonzalez	Vicente	NA	D	TX	15	NA	NA	NA	NA	NA	more_than_5_points	N	TX-15	NA	41865.0	BELOW	30.30000	BELOW	84.46800	ABOVE	19.03000	BELOW	BELOW	BELOW	56.2	39.7	57.4	41.5	D	D
NO	Horsford	Steven	NA	D	NV	4	NA	NA	NA	NA	NA	more_than_5_points	N	NV-04	lean democratic	53889.0	BELOW	35.80000	BELOW	53.00100	ABOVE	19.93900	BELOW	BELOW	BELOW	49.5	44.6	54.2	43.5	D	D
NO	Kind	Ron	NA	D	WI	3	NA	NA	NA	NA	NA	more_than_5_points	N	WI-03	NA	50985.0	BELOW	38.40000	ABOVE	7.59800	BELOW	24.28600	BELOW	ABOVE	BELOW	44.3	48.8	54.7	43.7	R	D
NO	Lamb	Conor	NA	D	PA	17	NA	NA	NA	NA	NA	more_than_5_points	Y	PA-17	lean democratic	65309.4	ABOVE	44.09304	ABOVE	11.70883	BELOW	38.99642	ABOVE	NA	BELOW	46.8	49.4	47.2	51.7	R	R
NO	Lee	Susie	NA	D	NV	3	NA	NA	NA	NA	NA	more_than_5_points	N	NV-03	lean democratic	64740.0	ABOVE	38.60000	ABOVE	42.51600	ABOVE	31.41500	ABOVE	BELOW	BELOW	46.5	47.5	49.3	48.5	R	D
NO	O'Halleran	Tom	NA	D	AZ	1	NA	NA	NA	NA	NA	more_than_5_points	N	AZ-01	lean democratic	48583.0	BELOW	36.80000	BELOW	50.52300	ABOVE	23.64000	BELOW	ABOVE	BELOW	46.0	47.0	47.9	50.4	R	R
NO	Peterson	Collin	C.	D	MN	7	NA	NA	NA	NA	NA	5_points_or_less	N	MN-07	NA	52930.0	BELOW	40.70000	ABOVE	10.60800	BELOW	21.48600	BELOW	ABOVE	BELOW	30.8	61.4	44.0	53.7	R	R
NO	Rose	Max	NA	D	NY	11	NA	NA	NA	NA	NA	more_than_5_points	Y	NY-11	lean republican	66890.0	ABOVE	39.20000	ABOVE	38.41300	ABOVE	33.42600	ABOVE	BELOW	BELOW	43.5	53.3	51.6	47.2	R	D
NO	Schrader	Kurt	NA	D	OR	5	NA	NA	NA	NA	NA	more_than_5_points	N	OR-05	NA	56481.0	ABOVE	39.20000	ABOVE	24.07700	BELOW	29.31600	BELOW	BELOW	BELOW	46.4	42.3	50.1	46.8	D	D
NO	Sewell	Terri	NA	D	AL	7	NA	NA	NA	NA	NA	more_than_5_points	N	AL-07	NA	33366.0	BELOW	35.80000	BELOW	67.96500	ABOVE	19.10000	BELOW	ABOVE	BELOW	69.5	28.3	72.5	27.0	D	D
NO	Torres Small	Xochitl	NA	D	NM	2	NA	NA	NA	NA	NA	5_points_or_less	Y	NM-02	tossup	41600.0	BELOW	35.90000	BELOW	62.27300	ABOVE	20.58900	BELOW	ABOVE	BELOW	39.9	50.1	44.9	51.7	R	R
NO	Van Drew	Jefferson	NA	D	NJ	2	NA	NA	NA	NA	NA	more_than_5_points	Y	NJ-02	likely democratic	59785.0	ABOVE	41.40000	ABOVE	33.95400	BELOW	24.78000	BELOW	BELOW	BELOW	46.0	50.6	53.7	45.5	R	D
NO	Wilson	Frederica	NA	D	FL	24	NA	NA	NA	NA	NA	5_points_or_less	N	FL-24	NA	36368.0	BELOW	36.90000	BELOW	87.57200	ABOVE	18.91800	BELOW	BELOW	BELOW	82.7	15.5	87.6	12.2	D	D