Pandas Profiling Report

Dataset statistics

Number of variables	52
Number of observations	49886
Missing cells	350804
Missing cells (%)	13.5%
Total size in memory	19.8 MiB
Average record size in memory	416.0 B

Variable types

Categorical	52

Alerts

`contains_keyword` has constant value "True"	Constant
`id` has a high cardinality: 49886 distinct values	High cardinality
`tid` has a high cardinality: 49856 distinct values	High cardinality
`index_x` has a high cardinality: 49856 distinct values	High cardinality
`user.id` has a high cardinality: 167 distinct values	High cardinality
`user.username` has a high cardinality: 167 distinct values	High cardinality
`user.created` has a high cardinality: 167 distinct values	High cardinality
`user.favouritesCount` has a high cardinality: 157 distinct values	High cardinality
`user.followersCount` has a high cardinality: 183 distinct values	High cardinality
`user.friendsCount` has a high cardinality: 162 distinct values	High cardinality
`rawContent` has a high cardinality: 49684 distinct values	High cardinality
`inReplyToTweetId` has a high cardinality: 5102 distinct values	High cardinality
`inReplyToUser` has a high cardinality: 209 distinct values	High cardinality
`media` has a high cardinality: 11168 distinct values	High cardinality
`mentionedUsers` has a high cardinality: 6517 distinct values	High cardinality
`links` has a high cardinality: 19761 distinct values	High cardinality
`quotedTweet` has a high cardinality: 6010 distinct values	High cardinality
`url` has a high cardinality: 49841 distinct values	High cardinality
`date` has a high cardinality: 48359 distinct values	High cardinality
`replyCount` has a high cardinality: 2208 distinct values	High cardinality
`retweetCount` has a high cardinality: 3351 distinct values	High cardinality
`likeCount` has a high cardinality: 6330 distinct values	High cardinality
`quoteCount` has a high cardinality: 1042 distinct values	High cardinality
`conversationId` has a high cardinality: 46570 distinct values	High cardinality
`keywords` has a high cardinality: 1734 distinct values	High cardinality
`level_0` has a high cardinality: 109 distinct values	High cardinality
`index_y` has a high cardinality: 109 distinct values	High cardinality
`name` has a high cardinality: 109 distinct values	High cardinality
`id.1` has a high cardinality: 109 distinct values	High cardinality
`ideology` has a high cardinality: 108 distinct values	High cardinality
`vote_share` has a high cardinality: 96 distinct values	High cardinality
`next_closest_share` has a high cardinality: 89 distinct values	High cardinality
`alt_handle` has a high cardinality: 68 distinct values	High cardinality
`date_of_birth` has a high cardinality: 109 distinct values	High cardinality
`edu_information` has a high cardinality: 109 distinct values	High cardinality
`twitter_handle` has a high cardinality: 62 distinct values	High cardinality
`tweetLen` has a high cardinality: 318 distinct values	High cardinality
`quoteCount` is highly imbalanced (52.5%)	Imbalance
`keywords` is highly imbalanced (53.7%)	Imbalance
`end_serving` is highly imbalanced (82.1%)	Imbalance
`not_in_office` is highly imbalanced (50.3%)	Imbalance
`last_congress` is highly imbalanced (68.6%)	Imbalance
`ethnicity` is highly imbalanced (63.2%)	Imbalance
`inReplyToTweetId` has 44783 (89.8%) missing values	Missing
`inReplyToUser` has 44783 (89.8%) missing values	Missing
`media` has 38446 (77.1%) missing values	Missing
`mentionedUsers` has 34786 (69.7%) missing values	Missing
`links` has 29901 (59.9%) missing values	Missing
`place` has 49853 (99.9%) missing values	Missing
`quotedTweet` has 43370 (86.9%) missing values	Missing
`vote_share` has 1460 (2.9%) missing values	Missing
`next_closest_share` has 1460 (2.9%) missing values	Missing
`alt_handle` has 22882 (45.9%) missing values	Missing
`twitter_handle` has 39080 (78.3%) missing values	Missing
`id` has unique values	Unique

Reproduction

Analysis started	2023-08-08 12:58:40.494734
Analysis finished	2023-08-08 12:58:41.714468
Duration	1.22 second
Software version	pandas-profiling v3.6.6
Download configuration	config.json

id
Categorical

HIGH CARDINALITY UNIQUE

Distinct	49886
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

0	1
33273	1
33251	1
33252	1
33253	1
Other values (49881)	49881

Overview
Categories

Unique

Unique	49886 ?
Unique (%)	100.0%

Sample

1st row	0
2nd row	1
3rd row	2
4th row	3
5th row	4

Common Values

Value	Count	Frequency (%)
0	1	< 0.1%
33273	1	< 0.1%
33251	1	< 0.1%
33252	1	< 0.1%
33253	1	< 0.1%
33254	1	< 0.1%
33255	1	< 0.1%
33256	1	< 0.1%
33257	1	< 0.1%
33258	1	< 0.1%
Other values (49876)	49876	> 99.9%

tid
Categorical

Distinct	49856
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

134633	2
132331	2
130314	2
44507	2
44506	2
Other values (49851)	49876

Overview
Categories

Unique

Unique	49826 ?
Unique (%)	99.9%

Sample

1st row	321
2nd row	390
3rd row	720
4th row	1342
5th row	2662

Common Values

Value	Count	Frequency (%)
134633	2	< 0.1%
132331	2	< 0.1%
130314	2	< 0.1%
44507	2	< 0.1%
44506	2	< 0.1%
45746	2	< 0.1%
45747	2	< 0.1%
132349	2	< 0.1%
128516	2	< 0.1%
128515	2	< 0.1%
Other values (49846)	49866	> 99.9%

index_x
Categorical

Distinct	49856
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

47621	2
47643	2
47658	2
262883	2
42817	2
Other values (49851)	49876

Overview
Categories

Unique

Unique	49826 ?
Unique (%)	99.9%

Sample

1st row	195510
2nd row	112379
3rd row	372950
4th row	224601
5th row	241535

Common Values

Value	Count	Frequency (%)
47621	2	< 0.1%
47643	2	< 0.1%
47658	2	< 0.1%
262883	2	< 0.1%
42817	2	< 0.1%
42815	2	< 0.1%
262881	2	< 0.1%
139352	2	< 0.1%
47679	2	< 0.1%
139390	2	< 0.1%
Other values (49846)	49866	> 99.9%

user.id
Categorical

Distinct	167
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

293131808	1503
109287731	1314
13218102	1157
247334603	1111
818554054309715969	959
Other values (162)	43842

Overview
Categories

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	22195441
2nd row	33537967
3rd row	22044727
4th row	278124059
5th row	818554054309715969

Common Values

Value	Count	Frequency (%)
293131808	1503	3.0%
109287731	1314	2.6%
13218102	1157	2.3%
247334603	1111	2.2%
818554054309715969	959	1.9%
18695134	838	1.7%
18915145	832	1.7%
970207298	822	1.6%
17494010	782	1.6%
811313565760163844	756	1.5%
Other values (157)	39812	79.8%

user.username
Categorical

Distinct	167
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

pattymurray	1503
senatorshaheen	1314
johncornyn	1157
senatordurbin	1111
senjackyrosen	959
Other values (162)	43842

Overview
Categories

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	thomtillis
2nd row	amyklobuchar
3rd row	senamyklobuchar
4th row	senblumenthal
5th row	senjackyrosen

Common Values

Value	Count	Frequency (%)
pattymurray	1503	3.0%
senatorshaheen	1314	2.6%
johncornyn	1157	2.3%
senatordurbin	1111	2.2%
senjackyrosen	959	1.9%
senatormenendez	838	1.7%
senrobportman	832	1.7%
senwarren	822	1.6%
senschumer	782	1.6%
sencortezmasto	756	1.5%
Other values (157)	39812	79.8%

user.created
Categorical

Distinct	167
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

2011-05-04 20:23:35+00:00	1503
2010-01-28 15:22:44+00:00	1314
2008-02-07 19:52:55+00:00	1157
2011-02-04 15:50:42+00:00	1111
2017-01-09 20:24:29+00:00	959
Other values (162)	43842

Overview
Categories

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	2009-02-27 21:49:53+00:00
2nd row	2009-04-20 14:59:36+00:00
3rd row	2009-02-26 18:50:05+00:00
4th row	2011-04-06 17:13:53+00:00
5th row	2017-01-09 20:24:29+00:00

Common Values

Value	Count	Frequency (%)
2011-05-04 20:23:35+00:00	1503	3.0%
2010-01-28 15:22:44+00:00	1314	2.6%
2008-02-07 19:52:55+00:00	1157	2.3%
2011-02-04 15:50:42+00:00	1111	2.2%
2017-01-09 20:24:29+00:00	959	1.9%
2009-01-06 21:01:12+00:00	838	1.7%
2009-01-12 20:56:42+00:00	832	1.7%
2012-11-25 15:14:27+00:00	822	1.6%
2008-11-19 20:10:20+00:00	782	1.6%
2016-12-20 20:53:22+00:00	756	1.5%
Other values (157)	39812	79.8%

user.favouritesCount
Categorical

Distinct	157
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

510	1545
311	1503
1568	1343
10678	1157
835	1111
Other values (152)	43227

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	408
2nd row	18
3rd row	47
4th row	1406
5th row	732

Common Values

Value	Count	Frequency (%)
510	1545	3.1%
311	1503	3.0%
1568	1343	2.7%
10678	1157	2.3%
835	1111	2.2%
732	959	1.9%
3742	838	1.7%
467	832	1.7%
25	822	1.6%
1724	756	1.5%
Other values (147)	39020	78.2%

user.followersCount
Categorical

Distinct	183
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

490598	1503
129843	1314
369869	1157
739969	1111
50827	959
Other values (178)	43842

Overview
Categories

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	40435
2nd row	2044344
3rd row	96125
4th row	709072
5th row	50827

Common Values

Value	Count	Frequency (%)
490598	1503	3.0%
129843	1314	2.6%
369869	1157	2.3%
739969	1111	2.2%
50827	959	1.9%
217777	838	1.7%
168873	832	1.7%
6986509	822	1.6%
75483	756	1.5%
199036	754	1.5%
Other values (173)	39840	79.9%

user.friendsCount
Categorical

Distinct	162
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

2403	1503
2822	1314
13109	1157
2418	1111
817	959
Other values (157)	43842

Overview
Categories

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	5615
2nd row	124444
3rd row	4778
4th row	982
5th row	817

Common Values

Value	Count	Frequency (%)
2403	1503	3.0%
2822	1314	2.6%
13109	1157	2.3%
2418	1111	2.2%
817	959	1.9%
544	906	1.8%
1058	838	1.7%
4994	832	1.7%
508	822	1.6%
23160	782	1.6%
Other values (152)	39662	79.5%

rawContent
Categorical

Distinct	49684
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

Are you a Floridian seeking a #COVID19 vaccine? 💉 @HealthyFla provides a complete list of vaccination sites in #Florida. 👇 https://t.co/h4jdZoPS1z	15
¿Es usted un floridiano buscando en dónde ponerse la vacuna contra el #COVID19? 💉 @HealthyFla le ofrece una lista en inglés de las sedes de vacunación en el estado de la #Florida. 👇 https://t.co/h4jdZoPS1z	12
¿Es usted un floridiano buscando dónde poder ponerse la vacuna contra el #COVID19? 👀 Aquí encontrará una lista en inglés de las sedes de vacunación en el estado de la #Florida. 👇 https://t.co/h4jdZoPS1z	10
Are you a Floridian seeking a #COVID19 vaccine? 👀 A complete list of #Florida vaccination sites can be found here. 👇 https://t.co/h4jdZoPS1z	9
Wear a mask.	9
Other values (49679)	49831

Overview
Categories

Unique

Unique	49594 ?
Unique (%)	99.4%

Sample

1st row	Even my dog Mitch is tired of the political games Pelosi and Schumer are playing when it comes to impeachment. https://t.co/BcDCbyuCk3
2nd row	breaking: Duffey Email says: “Clear direction from POTUS to continue to hold” aid to Ukraine. We need him as a witness to testify and Mitch McConnell has no excuse. https://t.co/Awn955wZ8v
3rd row	505 people have been hospitalized from #flu in MN this season & eight people have died. Every year #fluvaccine prevents millions of illnesses, 10s of thousands of hospitalizations, and thousands of deaths. Here's where to get vaccinated in MN to #fightflu: https://t.co/ktfnSM9BqL https://t.co/aozD17TzMO
4th row	Deeply concerning issues—beyond MCAS software—require new Boeing CEO Calhoun to come clean on all facts. His credibility is at stake. Full transparency to the public & FAA. https://t.co/wfhngnB0g1
5th row	It was my honor to give opening remarks at today's U.S. Commission on International Religious Freedom hearing on the need to combat anti-Semitism. I launched the Senate Bipartisan Task Force for Combating Anti-Semitism because this epidemic must be taken seriously. https://t.co/vgGBjawI4U

Common Values

Value	Count	Frequency (%)
Are you a Floridian seeking a #COVID19 vaccine? 💉 @HealthyFla provides a complete list of vaccination sites in #Florida. 👇 https://t.co/h4jdZoPS1z	15	< 0.1%
¿Es usted un floridiano buscando en dónde ponerse la vacuna contra el #COVID19? 💉 @HealthyFla le ofrece una lista en inglés de las sedes de vacunación en el estado de la #Florida. 👇 https://t.co/h4jdZoPS1z	12	< 0.1%
¿Es usted un floridiano buscando dónde poder ponerse la vacuna contra el #COVID19? 👀 Aquí encontrará una lista en inglés de las sedes de vacunación en el estado de la #Florida. 👇 https://t.co/h4jdZoPS1z	10	< 0.1%
Are you a Floridian seeking a #COVID19 vaccine? 👀 A complete list of #Florida vaccination sites can be found here. 👇 https://t.co/h4jdZoPS1z	9	< 0.1%
Wear a mask.	9	< 0.1%
¿Es usted un floridiano buscando en dónde ponerse la vacuna contra el #COVID19? 💉 Aquí encontrará una lista en inglés de las sedes de vacunación en el estado de la #Florida 👇 https://t.co/h4jdZoPS1z	6	< 0.1%
Are you a Floridian seeking a #COVID19 vaccine? 💉 A complete list of #Florida vaccination sites can be found here👇 https://t.co/h4jdZoPS1z	6	< 0.1%
Are you a Floridian seeking a #COVID19 vaccine? 💉 A complete list of #Florida vaccination sites can be found here 👇 https://t.co/h4jdZoPS1z	5	< 0.1%
You are either helping right now, or hurting. Pelosi’s handpicked partisan ploys are helping no one. She’s hurting American families by prioritizing airplane emissions, same day voter registration&wind energy tax credits over #coronavirus relief. #StopTheGamesNancy, #PassTheBill	5	< 0.1%
There’s a lot of information coming out about #COVID19. It’s important that West Virginians stay informed, and that’s why I’m sending out a daily coronavirus newsletter. Subscribe here 📧 https://t.co/cbYJ0VvRAX	5	< 0.1%
Other values (49674)	49804	99.8%

inReplyToTweetId
Categorical

HIGH CARDINALITY MISSING

Distinct	5102
Distinct (%)	> 99.9%
Missing	44783
Missing (%)	89.8%
Memory size	389.9 KiB

1.2410988044152259e+18	2
1.3435600653836e+18	1
1.3415805666726584e+18	1
1.3415449948349235e+18	1
1.3415302064152945e+18	1
Other values (5097)	5097

Overview
Categories

Unique

Unique	5101 ?
Unique (%)	> 99.9%

Sample

1st row	1.2150523967889654e+18
2nd row	1.2169090836531036e+18
3rd row	1.217892151029162e+18
4th row	1.219973311473574e+18
5th row	1.2199733106305638e+18

Common Values

Value	Count	Frequency (%)
1.2410988044152259e+18	2	< 0.1%
1.3435600653836e+18	1	< 0.1%
1.3415805666726584e+18	1	< 0.1%
1.3415449948349235e+18	1	< 0.1%
1.3415302064152945e+18	1	< 0.1%
1.3415065604938383e+18	1	< 0.1%
1.3414741242045317e+18	1	< 0.1%
1.3414661572163912e+18	1	< 0.1%
1.3414661586172928e+18	1	< 0.1%
1.3414465894502072e+18	1	< 0.1%
Other values (5092)	5092	10.2%
(Missing)	44783	89.8%

inReplyToUser
Categorical

HIGH CARDINALITY MISSING

Distinct	209
Distinct (%)	4.1%
Missing	44783
Missing (%)	89.8%
Memory size	389.9 KiB

https://twitter.com/lisamurkowski	248
https://twitter.com/SenWarren	210
https://twitter.com/SenBobCasey	193
https://twitter.com/SenatorMenendez	181
https://twitter.com/PattyMurray	180
Other values (204)	4091

Overview
Categories

Unique

Unique	56 ?
Unique (%)	1.1%

Sample

1st row	https://twitter.com/ChrisCoons
2nd row	https://twitter.com/JohnBoozman
3rd row	https://twitter.com/DanielCoronaNV
4th row	https://twitter.com/SenTomCotton
5th row	https://twitter.com/SenTomCotton

Common Values

Value	Count	Frequency (%)
https://twitter.com/lisamurkowski	248	0.5%
https://twitter.com/SenWarren	210	0.4%
https://twitter.com/SenBobCasey	193	0.4%
https://twitter.com/SenatorMenendez	181	0.4%
https://twitter.com/PattyMurray	180	0.4%
https://twitter.com/ChrisCoons	173	0.3%
https://twitter.com/SenatorDurbin	144	0.3%
https://twitter.com/SenCortezMasto	123	0.2%
https://twitter.com/SenBlumenthal	117	0.2%
https://twitter.com/SenatorCarper	105	0.2%
Other values (199)	3429	6.9%
(Missing)	44783	89.8%

media
Categorical

HIGH CARDINALITY MISSING

Distinct	11168
Distinct (%)	97.6%
Missing	38446
Missing (%)	77.1%
Memory size	389.9 KiB

[Video(thumbnailUrl='https://pbs.twimg.com/amplify_video_thumb/1291002994100764674/img/i8TuA2AeaYPTCYFY.jpg', variants=[VideoVariant(url='https://video.twimg.com/amplify_video/1291002994100764674/vid/480x270/dKbXcyMtkCN7GZml.mp4?tag=13', contentType='video/mp4', bitrate=288000), VideoVariant(url='https://video.twimg.com/amplify_video/1291002994100764674/pl/eqnXROeHFTWNXoIu.m3u8?tag=13', contentType='application/x-mpegURL', bitrate=None), VideoVariant(url='https://video.twimg.com/amplify_video/1291002994100764674/vid/640x360/tZaWUqn6FFiCgi6q.mp4?tag=13', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/amplify_video/1291002994100764674/vid/1280x720/7MrfPW9eyM0n7xTW.mp4?tag=13', contentType='video/mp4', bitrate=2176000)], duration=30.072, views=3718, altText=None)]	7
[Video(thumbnailUrl='https://pbs.twimg.com/amplify_video_thumb/1327008380356091905/img/97aoeLoFlW1b4aYx.jpg', variants=[VideoVariant(url='https://video.twimg.com/amplify_video/1327008380356091905/vid/720x720/traeLGSvu9PukFMo.mp4?tag=13', contentType='video/mp4', bitrate=1280000), VideoVariant(url='https://video.twimg.com/amplify_video/1327008380356091905/vid/320x320/bvzIb7_YQo6-EZME.mp4?tag=13', contentType='video/mp4', bitrate=432000), VideoVariant(url='https://video.twimg.com/amplify_video/1327008380356091905/vid/480x480/_dnlxugOwYx3NXSQ.mp4?tag=13', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/amplify_video/1327008380356091905/pl/JgoWPW8L8zRPYnvn.m3u8?tag=13', contentType='application/x-mpegURL', bitrate=None)], duration=567.4, views=64389, altText=None)]	6
[Video(thumbnailUrl='https://pbs.twimg.com/media/EVA7uHnXkAUOEnv.jpg', variants=[VideoVariant(url='https://video.twimg.com/amplify_video/1247562475089924099/vid/480x480/r1EZCycTVfSAjGEf.mp4?tag=13', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/amplify_video/1247562475089924099/vid/320x320/9C-_LNOZ-mN0Vlfh.mp4?tag=13', contentType='video/mp4', bitrate=432000), VideoVariant(url='https://video.twimg.com/amplify_video/1247562475089924099/pl/DxcPDK7x7Zvei8Mi.m3u8?tag=13', contentType='application/x-mpegURL', bitrate=None), VideoVariant(url='https://video.twimg.com/amplify_video/1247562475089924099/vid/720x720/d1L-2RQmpxxlIqCx.mp4?tag=13', contentType='video/mp4', bitrate=1280000)], duration=74.408, views=40408, altText=None)]	6
[Video(thumbnailUrl='https://pbs.twimg.com/ext_tw_video_thumb/1235997093333958657/pu/img/0BpzML29aKZkdWXi.jpg', variants=[VideoVariant(url='https://video.twimg.com/ext_tw_video/1235997093333958657/pu/vid/640x360/nf_7qMpPmj5nqjHw.mp4?tag=10', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/ext_tw_video/1235997093333958657/pu/vid/1280x720/UQ6Mm8r4hHpWEYcm.mp4?tag=10', contentType='video/mp4', bitrate=2176000), VideoVariant(url='https://video.twimg.com/ext_tw_video/1235997093333958657/pu/pl/wWezRq2ZFfIvL_vJ.m3u8?tag=10', contentType='application/x-mpegURL', bitrate=None), VideoVariant(url='https://video.twimg.com/ext_tw_video/1235997093333958657/pu/vid/480x270/pvByeCU5JfgklEDx.mp4?tag=10', contentType='video/mp4', bitrate=256000)], duration=3.462, views=15545, altText=None)]	6
[Video(thumbnailUrl='https://pbs.twimg.com/amplify_video_thumb/1294381698734596101/img/PrEMwcC427fnXn7Z.jpg', variants=[VideoVariant(url='https://video.twimg.com/amplify_video/1294381698734596101/vid/506x282/RGtuEW9iTI8oH9hf.mp4?tag=13', contentType='video/mp4', bitrate=288000), VideoVariant(url='https://video.twimg.com/amplify_video/1294381698734596101/pl/wvfTknqHtjj9pNUP.m3u8?tag=13', contentType='application/x-mpegURL', bitrate=None)], duration=6.649, views=1099, altText=None)]	5
Other values (11163)	11410

Overview
Categories

Unique

Unique	10965 ?
Unique (%)	95.8%

Sample

1st row	[Video(thumbnailUrl='https://pbs.twimg.com/ext_tw_video_thumb/1212787857150169088/pu/img/fzVsYPHqjGmQ4M_G.jpg', variants=[VideoVariant(url='https://video.twimg.com/ext_tw_video/1212787857150169088/pu/vid/540x960/oNCWznSbf-IwYuEw.mp4?tag=10', contentType='video/mp4', bitrate=2176000), VideoVariant(url='https://video.twimg.com/ext_tw_video/1212787857150169088/pu/pl/ymExlk43ys0C-XWF.m3u8?tag=10', contentType='application/x-mpegURL', bitrate=None), VideoVariant(url='https://video.twimg.com/ext_tw_video/1212787857150169088/pu/vid/320x568/lrBVTPBEFPS8raig.mp4?tag=10', contentType='video/mp4', bitrate=632000), VideoVariant(url='https://video.twimg.com/ext_tw_video/1212787857150169088/pu/vid/360x640/YLXm9aTEOgiZO0Hl.mp4?tag=10', contentType='video/mp4', bitrate=832000)], duration=74.388, views=7249, altText=None)]
2nd row	[Gif(thumbnailUrl='https://pbs.twimg.com/tweet_video_thumb/ENXy3zdWsAAzNOJ.jpg', variants=[VideoVariant(url='https://video.twimg.com/tweet_video/ENXy3zdWsAAzNOJ.mp4', contentType='video/mp4', bitrate=0)], altText=None)]
3rd row	[Video(thumbnailUrl='https://pbs.twimg.com/media/ENy2CgeW4AArzJG.jpg', variants=[VideoVariant(url='https://video.twimg.com/amplify_video/1215041466730532867/vid/480x270/coFsvYec26kPotw_.mp4?tag=13', contentType='video/mp4', bitrate=288000), VideoVariant(url='https://video.twimg.com/amplify_video/1215041466730532867/pl/EsQeeym3RZ9LBupY.m3u8?tag=13', contentType='application/x-mpegURL', bitrate=None), VideoVariant(url='https://video.twimg.com/amplify_video/1215041466730532867/vid/640x360/ozCuiQ4ah9VFZnLu.mp4?tag=13', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/amplify_video/1215041466730532867/vid/1280x720/Ct93aoYSzy1l4j0c.mp4?tag=13', contentType='video/mp4', bitrate=2176000)], duration=494.06, views=779, altText=None)]
4th row	[Photo(previewUrl='https://pbs.twimg.com/media/EOX5aaXW4AATn2U?format=jpg&name=small', fullUrl='https://pbs.twimg.com/media/EOX5aaXW4AATn2U?format=jpg&name=orig', altText=None)]
5th row	[Photo(previewUrl='https://pbs.twimg.com/media/EObTYn9WoAEviCp?format=jpg&name=small', fullUrl='https://pbs.twimg.com/media/EObTYn9WoAEviCp?format=jpg&name=orig', altText=None)]

Common Values

Value	Count	Frequency (%)
[Video(thumbnailUrl='https://pbs.twimg.com/amplify_video_thumb/1291002994100764674/img/i8TuA2AeaYPTCYFY.jpg', variants=[VideoVariant(url='https://video.twimg.com/amplify_video/1291002994100764674/vid/480x270/dKbXcyMtkCN7GZml.mp4?tag=13', contentType='video/mp4', bitrate=288000), VideoVariant(url='https://video.twimg.com/amplify_video/1291002994100764674/pl/eqnXROeHFTWNXoIu.m3u8?tag=13', contentType='application/x-mpegURL', bitrate=None), VideoVariant(url='https://video.twimg.com/amplify_video/1291002994100764674/vid/640x360/tZaWUqn6FFiCgi6q.mp4?tag=13', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/amplify_video/1291002994100764674/vid/1280x720/7MrfPW9eyM0n7xTW.mp4?tag=13', contentType='video/mp4', bitrate=2176000)], duration=30.072, views=3718, altText=None)]	7	< 0.1%
[Video(thumbnailUrl='https://pbs.twimg.com/amplify_video_thumb/1327008380356091905/img/97aoeLoFlW1b4aYx.jpg', variants=[VideoVariant(url='https://video.twimg.com/amplify_video/1327008380356091905/vid/720x720/traeLGSvu9PukFMo.mp4?tag=13', contentType='video/mp4', bitrate=1280000), VideoVariant(url='https://video.twimg.com/amplify_video/1327008380356091905/vid/320x320/bvzIb7_YQo6-EZME.mp4?tag=13', contentType='video/mp4', bitrate=432000), VideoVariant(url='https://video.twimg.com/amplify_video/1327008380356091905/vid/480x480/_dnlxugOwYx3NXSQ.mp4?tag=13', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/amplify_video/1327008380356091905/pl/JgoWPW8L8zRPYnvn.m3u8?tag=13', contentType='application/x-mpegURL', bitrate=None)], duration=567.4, views=64389, altText=None)]	6	< 0.1%
[Video(thumbnailUrl='https://pbs.twimg.com/media/EVA7uHnXkAUOEnv.jpg', variants=[VideoVariant(url='https://video.twimg.com/amplify_video/1247562475089924099/vid/480x480/r1EZCycTVfSAjGEf.mp4?tag=13', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/amplify_video/1247562475089924099/vid/320x320/9C-_LNOZ-mN0Vlfh.mp4?tag=13', contentType='video/mp4', bitrate=432000), VideoVariant(url='https://video.twimg.com/amplify_video/1247562475089924099/pl/DxcPDK7x7Zvei8Mi.m3u8?tag=13', contentType='application/x-mpegURL', bitrate=None), VideoVariant(url='https://video.twimg.com/amplify_video/1247562475089924099/vid/720x720/d1L-2RQmpxxlIqCx.mp4?tag=13', contentType='video/mp4', bitrate=1280000)], duration=74.408, views=40408, altText=None)]	6	< 0.1%
[Video(thumbnailUrl='https://pbs.twimg.com/ext_tw_video_thumb/1235997093333958657/pu/img/0BpzML29aKZkdWXi.jpg', variants=[VideoVariant(url='https://video.twimg.com/ext_tw_video/1235997093333958657/pu/vid/640x360/nf_7qMpPmj5nqjHw.mp4?tag=10', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/ext_tw_video/1235997093333958657/pu/vid/1280x720/UQ6Mm8r4hHpWEYcm.mp4?tag=10', contentType='video/mp4', bitrate=2176000), VideoVariant(url='https://video.twimg.com/ext_tw_video/1235997093333958657/pu/pl/wWezRq2ZFfIvL_vJ.m3u8?tag=10', contentType='application/x-mpegURL', bitrate=None), VideoVariant(url='https://video.twimg.com/ext_tw_video/1235997093333958657/pu/vid/480x270/pvByeCU5JfgklEDx.mp4?tag=10', contentType='video/mp4', bitrate=256000)], duration=3.462, views=15545, altText=None)]	6	< 0.1%
[Video(thumbnailUrl='https://pbs.twimg.com/amplify_video_thumb/1294381698734596101/img/PrEMwcC427fnXn7Z.jpg', variants=[VideoVariant(url='https://video.twimg.com/amplify_video/1294381698734596101/vid/506x282/RGtuEW9iTI8oH9hf.mp4?tag=13', contentType='video/mp4', bitrate=288000), VideoVariant(url='https://video.twimg.com/amplify_video/1294381698734596101/pl/wvfTknqHtjj9pNUP.m3u8?tag=13', contentType='application/x-mpegURL', bitrate=None)], duration=6.649, views=1099, altText=None)]	5	< 0.1%
[Video(thumbnailUrl='https://pbs.twimg.com/ext_tw_video_thumb/1316423494209466368/pu/img/Y-Ejy5wGE2rmCtgM.jpg', variants=[VideoVariant(url='https://video.twimg.com/ext_tw_video/1316423494209466368/pu/pl/AKjeh5OYeCsMF5tK.m3u8?tag=10', contentType='application/x-mpegURL', bitrate=None), VideoVariant(url='https://video.twimg.com/ext_tw_video/1316423494209466368/pu/vid/640x360/sw2mZQ3pqt98sOr9.mp4?tag=10', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/ext_tw_video/1316423494209466368/pu/vid/1280x720/-WfAeH_Jn21Z3Fn3.mp4?tag=10', contentType='video/mp4', bitrate=2176000), VideoVariant(url='https://video.twimg.com/ext_tw_video/1316423494209466368/pu/vid/480x270/r6vAccQu2eS6J2n-.mp4?tag=10', contentType='video/mp4', bitrate=256000)], duration=31.398, views=5087, altText=None)]	4	< 0.1%
[Video(thumbnailUrl='https://pbs.twimg.com/media/EcSYCcAXgAA4-zx.jpg', variants=[VideoVariant(url='https://video.twimg.com/amplify_video/1280314299454558214/vid/480x270/5T2ZZLMIomkbwH7R.mp4?tag=13', contentType='video/mp4', bitrate=288000), VideoVariant(url='https://video.twimg.com/amplify_video/1280314299454558214/vid/1280x720/nkrX8VfUjjUGynrI.mp4?tag=13', contentType='video/mp4', bitrate=2176000), VideoVariant(url='https://video.twimg.com/amplify_video/1280314299454558214/vid/640x360/bKT4UiEXRlTD4kz4.mp4?tag=13', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/amplify_video/1280314299454558214/pl/MsZ3_olToB6_HhQ8.m3u8?tag=13', contentType='application/x-mpegURL', bitrate=None)], duration=57.731, views=135655, altText=None)]	4	< 0.1%
[Video(thumbnailUrl='https://pbs.twimg.com/ext_tw_video_thumb/1305680649072922627/pu/img/1ntGZ5iB0EWv35ZS.jpg', variants=[VideoVariant(url='https://video.twimg.com/ext_tw_video/1305680649072922627/pu/vid/480x270/XjMvnu8fBdaNznZ1.mp4?tag=10', contentType='video/mp4', bitrate=256000), VideoVariant(url='https://video.twimg.com/ext_tw_video/1305680649072922627/pu/pl/FXRfXz_rNlzw1hOh.m3u8?tag=10', contentType='application/x-mpegURL', bitrate=None), VideoVariant(url='https://video.twimg.com/ext_tw_video/1305680649072922627/pu/vid/640x360/A0V5G_YZSu9DiKbd.mp4?tag=10', contentType='video/mp4', bitrate=832000), VideoVariant(url='https://video.twimg.com/ext_tw_video/1305680649072922627/pu/vid/1056x594/aKUzoyheJs9p3JuO.mp4?tag=10', contentType='video/mp4', bitrate=2176000)], duration=138.727, views=7667, altText=None)]	4	< 0.1%
[Gif(thumbnailUrl='https://pbs.twimg.com/tweet_video_thumb/ESxrAy2XkAEbhvB.jpg', variants=[VideoVariant(url='https://video.twimg.com/tweet_video/ESxrAy2XkAEbhvB.mp4', contentType='video/mp4', bitrate=0)], altText=None)]	4	< 0.1%
[Photo(previewUrl='https://pbs.twimg.com/media/EXWub6MU8AAqnpO?format=jpg&name=small', fullUrl='https://pbs.twimg.com/media/EXWub6MU8AAqnpO?format=jpg&name=orig', altText=None)]	4	< 0.1%
Other values (11158)	11390	22.8%
(Missing)	38446	77.1%

mentionedUsers
Categorical

HIGH CARDINALITY MISSING

Distinct	6517
Distinct (%)	43.2%
Missing	34786
Missing (%)	69.7%
Memory size	389.9 KiB

[User(username='POTUS', id=1349149096909668363, displayname='President Biden', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	612
[User(username='realDonaldTrump', id=25073877, displayname='Donald J. Trump', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	487
[User(username='CDCgov', id=146569971, displayname='CDC', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	458
[User(username='JoeBiden', id=939091, displayname='Joe Biden', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	234
[User(username='HHSGov', id=44783853, displayname='HHS.gov', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	184
Other values (6512)	13125

Overview
Categories

Unique

Unique	5098 ?
Unique (%)	33.8%

Sample

1st row	[User(username='Apple', id=380749300, displayname='Apple', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None), User(username='iTunes', id=66515223, displayname='iTunes', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]
2nd row	[User(username='NIH', id=15134240, displayname='NIH', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None), User(username='theNCI', id=38530021, displayname='National Cancer Institute', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None), User(username='CDCgov', id=146569971, displayname='CDC', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]
3rd row	[User(username='Rotary', id=4432431, displayname='Rotary International', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None), User(username='CDCgov', id=146569971, displayname='CDC', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None), User(username='UNICEF', id=33933259, displayname='UNICEF', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]
4th row	[User(username='janeosanders', id=701081673681637376, displayname="Jane O'Meara Sanders", rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]
5th row	[User(username='tperkins', id=18958999, displayname='Tony Perkins', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None), User(username='FRCdc', id=18163042, displayname='Family Research Council', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]

Common Values

Value	Count	Frequency (%)
[User(username='POTUS', id=1349149096909668363, displayname='President Biden', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	612	1.2%
[User(username='realDonaldTrump', id=25073877, displayname='Donald J. Trump', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	487	1.0%
[User(username='CDCgov', id=146569971, displayname='CDC', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	458	0.9%
[User(username='JoeBiden', id=939091, displayname='Joe Biden', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	234	0.5%
[User(username='HHSGov', id=44783853, displayname='HHS.gov', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	184	0.4%
[User(username='USDA', id=61853389, displayname='Dept. of Agriculture', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	170	0.3%
[User(username='SBAgov', id=153149305, displayname='SBA', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	156	0.3%
[User(username='WHO', id=14499829, displayname='World Health Organization (WHO)', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	128	0.3%
[User(username='SenateDems', id=73238146, displayname='Senate Democrats', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	118	0.2%
[User(username='WSJ', id=3108351, displayname='The Wall Street Journal', rawDescription=None, renderedDescription=None, descriptionLinks=None, verified=None, created=None, followersCount=None, friendsCount=None, statusesCount=None, favouritesCount=None, listedCount=None, mediaCount=None, location=None, protected=None, link=None, profileImageUrl=None, profileBannerUrl=None, label=None, blue=None, blueType=None)]	96	0.2%
Other values (6507)	12457	25.0%
(Missing)	34786	69.7%

links
Categorical

HIGH CARDINALITY MISSING

Distinct	19761
Distinct (%)	98.9%
Missing	29901
Missing (%)	59.9%
Memory size	389.9 KiB

[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(125, 148))]	15
[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(119, 142))]	14
[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(185, 208))]	13
[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(182, 205))]	11
[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(118, 141))]	10
Other values (19756)	19922

Overview
Categories

Unique

Unique	19645 ?
Unique (%)	98.3%

Sample

1st row	[TextLink(text='cnn.com', url='https://www.cnn.com/', tcourl='https://t.co/Awn955wZ8v', indices=(168, 191))]
2nd row	[TextLink(text='health.state.mn.us/people/immuniz…', url='https://www.health.state.mn.us/people/immunize/basics/vaxfinder.html', tcourl='https://t.co/ktfnSM9BqL', indices=(261, 284))]
3rd row	[TextLink(text='nytimes.com/2020/01/05/bus…', url='https://www.nytimes.com/2020/01/05/business/boeing-737-max.html?smid=nytcore-ios-share', tcourl='https://t.co/wfhngnB0g1', indices=(177, 200))]
4th row	[TextLink(text='bit.ly/2tDaqye', url='https://bit.ly/2tDaqye', tcourl='https://t.co/hSCR6cWVke', indices=(257, 280))]
5th row	[TextLink(text='theverge.com/2020/1/9/21058…', url='https://www.theverge.com/2020/1/9/21058562/eraser-button-childrens-data-coppa-walberg-rush-hawley-markey-congress-house', tcourl='https://t.co/3IsWjwfH0J', indices=(207, 230))]

Common Values

Value	Count	Frequency (%)
[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(125, 148))]	15	< 0.1%
[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(119, 142))]	14	< 0.1%
[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(185, 208))]	13	< 0.1%
[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(182, 205))]	11	< 0.1%
[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(118, 141))]	10	< 0.1%
[TextLink(text='rubio.senate.gov/public/_cache/…', url='https://www.rubio.senate.gov/public/_cache/files/20e74c90-ac60-4227-a7fd-a50c5a429481/D10C63C7653FABA5F5F5EC74FF4E2B21.usc-abroad-help.pdf', tcourl='https://t.co/eobqWCTM56', indices=(228, 251))]	6	< 0.1%
[TextLink(text='floridahealthcovid19.gov/covid-19-vacci…', url='https://floridahealthcovid19.gov/covid-19-vaccines-in-florida/', tcourl='https://t.co/h4jdZoPS1z', indices=(177, 200))]	6	< 0.1%
[TextLink(text='rubio.senate.gov/public/_cache/…', url='https://www.rubio.senate.gov/public/_cache/files/12825875-93db-4e70-9a2b-21399af3166e/23E439BD3344D4AAAED05F6445188AEA.support.1585005601771.spanish-one-pager-covid-19-pac-3.23-.pdf', tcourl='https://t.co/AjeFKFmQQL', indices=(241, 264))]	5	< 0.1%
[TextLink(text='access.live/Tillis', url='https://access.live/Tillis', tcourl='https://t.co/EjMmqNjrwu', indices=(85, 108))]	5	< 0.1%
[TextLink(text='manchin.senate.gov/contact-joe/e-…', url='https://www.manchin.senate.gov/contact-joe/e-newsletter-signup', tcourl='https://t.co/cbYJ0VvRAX', indices=(187, 210))]	5	< 0.1%
Other values (19751)	19895	39.9%
(Missing)	29901	59.9%

place
Categorical

Distinct	16
Distinct (%)	48.5%
Missing	49853
Missing (%)	99.9%
Memory size	389.9 KiB

Place(id='01fbe706f872cb32', fullName='Washington, DC', name='Washington', type='city', country='United States', countryCode='US')	12
Place(id='319ee7b36c9149da', fullName='Arlington, VA', name='Arlington', type='city', country='United States', countryCode='US')	5
Place(id='23de0eea95a2714f', fullName='Red Oak, IA', name='Red Oak', type='city', country='United States', countryCode='US')	2
Place(id='1c67f9d9cbae7f69', fullName='Des Moines, IA', name='Des Moines', type='city', country='United States', countryCode='US')	2
Place(id='e7bae49f1ac7f22e', fullName='Salina, KS', name='Salina', type='city', country='United States', countryCode='US')	1
Other values (11)	11

Overview
Categories

Unique

Unique	12 ?
Unique (%)	36.4%

Sample

1st row	Place(id='01fbe706f872cb32', fullName='Washington, DC', name='Washington', type='city', country='United States', countryCode='US')
2nd row	Place(id='01fbe706f872cb32', fullName='Washington, DC', name='Washington', type='city', country='United States', countryCode='US')
3rd row	Place(id='01fbe706f872cb32', fullName='Washington, DC', name='Washington', type='city', country='United States', countryCode='US')
4th row	Place(id='319ee7b36c9149da', fullName='Arlington, VA', name='Arlington', type='city', country='United States', countryCode='US')
5th row	Place(id='319ee7b36c9149da', fullName='Arlington, VA', name='Arlington', type='city', country='United States', countryCode='US')

Common Values

Value	Count	Frequency (%)
Place(id='01fbe706f872cb32', fullName='Washington, DC', name='Washington', type='city', country='United States', countryCode='US')	12	< 0.1%
Place(id='319ee7b36c9149da', fullName='Arlington, VA', name='Arlington', type='city', country='United States', countryCode='US')	5	< 0.1%
Place(id='23de0eea95a2714f', fullName='Red Oak, IA', name='Red Oak', type='city', country='United States', countryCode='US')	2	< 0.1%
Place(id='1c67f9d9cbae7f69', fullName='Des Moines, IA', name='Des Moines', type='city', country='United States', countryCode='US')	2	< 0.1%
Place(id='e7bae49f1ac7f22e', fullName='Salina, KS', name='Salina', type='city', country='United States', countryCode='US')	1	< 0.1%
Place(id='00e9226863a6e5a4', fullName='Savannah, GA', name='Savannah', type='city', country='United States', countryCode='US')	1	< 0.1%
Place(id='44d207663001f00b', fullName='Mesa, AZ', name='Mesa', type='city', country='United States', countryCode='US')	1	< 0.1%
Place(id='2ca1e1d1d0fae614', fullName='Dover, DE', name='Dover', type='city', country='United States', countryCode='US')	1	< 0.1%
Place(id='2d83c71ce16cd187', fullName='West Virginia, USA', name='West Virginia', type='admin', country='United States', countryCode='US')	1	< 0.1%
Place(id='0ca7e086f2c3e60f', fullName='Onawa, IA', name='Onawa', type='city', country='United States', countryCode='US')	1	< 0.1%
Other values (6)	6	< 0.1%
(Missing)	49853	99.9%

quotedTweet
Categorical

HIGH CARDINALITY MISSING

Distinct	6010
Distinct (%)	92.2%
Missing	43370
Missing (%)	86.9%
Memory size	389.9 KiB

https://twitter.com/US_FDA/status/1429800729917669379	13
https://twitter.com/nytimes/status/1282795107478056963	9
https://twitter.com/realDonaldTrump/status/1266041589455077381	8
https://twitter.com/CNBCnow/status/1275823820448976897	8
https://twitter.com/realDonaldTrump/status/1311892190680014849	7
Other values (6005)	6471

Overview
Categories

Unique

Unique	5653 ?
Unique (%)	86.8%

Sample

1st row	https://twitter.com/realDonaldTrump/status/1215287261606051844
2nd row	https://twitter.com/mitchellreports/status/1215689111681536005
3rd row	https://twitter.com/USATODAY/status/1215704357636722688
4th row	https://twitter.com/Haleaziz/status/1215739606613680129
5th row	https://twitter.com/HuffPost/status/1215800380975714305

Common Values

Value	Count	Frequency (%)
https://twitter.com/US_FDA/status/1429800729917669379	13	< 0.1%
https://twitter.com/nytimes/status/1282795107478056963	9	< 0.1%
https://twitter.com/realDonaldTrump/status/1266041589455077381	8	< 0.1%
https://twitter.com/CNBCnow/status/1275823820448976897	8	< 0.1%
https://twitter.com/realDonaldTrump/status/1311892190680014849	7	< 0.1%
https://twitter.com/politico/status/1245099442832912387	7	< 0.1%
https://twitter.com/CDCgov/status/1392911350058323973	6	< 0.1%
https://twitter.com/SBAgov/status/1389207228473872385	6	< 0.1%
https://twitter.com/SenCoryGardner/status/1263138698708889606	6	< 0.1%
https://twitter.com/realDonaldTrump/status/1313551795646541824	5	< 0.1%
Other values (6000)	6441	12.9%
(Missing)	43370	86.9%

url
Categorical

Distinct	49841
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

https://twitter.com/CoryGardner/status/1257455023753232392	4
https://twitter.com/CoryGardner/status/1247272748994506757	4
https://twitter.com/CoryGardner/status/1313603731926130688	4
https://twitter.com/CoryGardner/status/1300796593319432192	4
https://twitter.com/CoryGardner/status/1258103471531835397	4
Other values (49836)	49866

Overview
Categories

Unique

Unique	49826 ?
Unique (%)	99.9%

Sample

1st row	https://twitter.com/ThomTillis/status/1212787945423491073
2nd row	https://twitter.com/amyklobuchar/status/1212829387713855490
3rd row	https://twitter.com/SenAmyKlobuchar/status/1213142726046298112
4th row	https://twitter.com/SenBlumenthal/status/1213976618240290816
5th row	https://twitter.com/SenJackyRosen/status/1215046483629789184

Common Values

Value	Count	Frequency (%)
https://twitter.com/CoryGardner/status/1257455023753232392	4	< 0.1%
https://twitter.com/CoryGardner/status/1247272748994506757	4	< 0.1%
https://twitter.com/CoryGardner/status/1313603731926130688	4	< 0.1%
https://twitter.com/CoryGardner/status/1300796593319432192	4	< 0.1%
https://twitter.com/CoryGardner/status/1258103471531835397	4	< 0.1%
https://twitter.com/CoryGardner/status/1312117497705889792	4	< 0.1%
https://twitter.com/CoryGardner/status/1261456165000540161	4	< 0.1%
https://twitter.com/CoryGardner/status/1305680725367193600	4	< 0.1%
https://twitter.com/CoryGardner/status/1265344170811482113	4	< 0.1%
https://twitter.com/CoryGardner/status/1247983372250624003	4	< 0.1%
Other values (49831)	49846	99.9%

date
Categorical

Distinct	48359
Distinct (%)	96.9%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

2020-12-22 15:07:47+00:00	4
2021-03-06 17:29:07+00:00	4
2020-10-09 23:23:39+00:00	4
2020-10-09 23:41:19+00:00	4
2020-12-08 16:28:44+00:00	4
Other values (48354)	49866

Overview
Categories

Unique

Unique	47017 ?
Unique (%)	94.2%

Sample

1st row	2020-01-02 17:29:13+00:00
2nd row	2020-01-02 20:13:53+00:00
3rd row	2020-01-03 16:58:59+00:00
4th row	2020-01-06 00:12:35+00:00
5th row	2020-01-08 23:03:50+00:00

Common Values

Value	Count	Frequency (%)
2020-12-22 15:07:47+00:00	4	< 0.1%
2021-03-06 17:29:07+00:00	4	< 0.1%
2020-10-09 23:23:39+00:00	4	< 0.1%
2020-10-09 23:41:19+00:00	4	< 0.1%
2020-12-08 16:28:44+00:00	4	< 0.1%
2020-09-09 14:16:59+00:00	4	< 0.1%
2020-09-09 14:17:00+00:00	4	< 0.1%
2020-04-06 21:19:31+00:00	4	< 0.1%
2021-05-06 15:04:19+00:00	4	< 0.1%
2020-05-18 16:26:21+00:00	4	< 0.1%
Other values (48349)	49846	99.9%

replyCount
Categorical

Distinct	2208
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

1	2190
2	2111
3	2049
4	1916
5	1777
Other values (2203)	39843

Overview
Categories

Unique

Unique	1066 ?
Unique (%)	2.1%

Sample

1st row	64
2nd row	70
3rd row	7
4th row	21
5th row	6

Common Values

Value	Count	Frequency (%)
1	2190	4.4%
2	2111	4.2%
3	2049	4.1%
4	1916	3.8%
5	1777	3.6%
6	1548	3.1%
7	1412	2.8%
8	1373	2.8%
9	1187	2.4%
0	1185	2.4%
Other values (2198)	33138	66.4%

retweetCount
Categorical

Distinct	3351
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

3	2430
4	2337
2	2228
5	2060
6	1892
Other values (3346)	38939

Overview
Categories

Unique

Unique	1731 ?
Unique (%)	3.5%

Sample

1st row	22
2nd row	613
3rd row	18
4th row	49
5th row	9

Common Values

Value	Count	Frequency (%)
3	2430	4.9%
4	2337	4.7%
2	2228	4.5%
5	2060	4.1%
6	1892	3.8%
7	1597	3.2%
1	1590	3.2%
8	1490	3.0%
9	1319	2.6%
10	1102	2.2%
Other values (3341)	31841	63.8%

likeCount
Categorical

Distinct	6330
Distinct (%)	12.7%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

9	740
8	695
7	679
12	658
10	650
Other values (6325)	46464

Overview
Categories

Unique

Unique	3869 ?
Unique (%)	7.8%

Sample

1st row	131
2nd row	2449
3rd row	41
4th row	137
5th row	48

Common Values

Value	Count	Frequency (%)
9	740	1.5%
8	695	1.4%
7	679	1.4%
12	658	1.3%
10	650	1.3%
11	643	1.3%
13	622	1.2%
6	621	1.2%
14	604	1.2%
17	592	1.2%
Other values (6320)	43382	87.0%

quoteCount
Categorical

HIGH CARDINALITY IMBALANCE

Distinct	1042
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

0	12162
1	8334
2	5191
3	3280
4	2388
Other values (1037)	18531

Overview
Categories

Unique

Unique	518 ?
Unique (%)	1.0%

Sample

1st row	12
2nd row	22
3rd row	1
4th row	3
5th row	2

Common Values

Value	Count	Frequency (%)
0	12162	24.4%
1	8334	16.7%
2	5191	10.4%
3	3280	6.6%
4	2388	4.8%
5	1710	3.4%
6	1460	2.9%
7	1070	2.1%
8	959	1.9%
9	706	1.4%
Other values (1032)	12626	25.3%

conversationId
Categorical

Distinct	46570
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

1243022844767940610	16
1303693449074479104	14
1262914459774918658	13
1234575422039433221	12
1240424113841360896	12
Other values (46565)	49819

Overview
Categories

Unique

Unique	44220 ?
Unique (%)	88.6%

Sample

1st row	1212787945423491073
2nd row	1212829387713855490
3rd row	1213142726046298112
4th row	1213976618240290816
5th row	1215046483629789184

Common Values

Value	Count	Frequency (%)
1243022844767940610	16	< 0.1%
1303693449074479104	14	< 0.1%
1262914459774918658	13	< 0.1%
1234575422039433221	12	< 0.1%
1240424113841360896	12	< 0.1%
1288914034939527168	11	< 0.1%
1275427516241588225	11	< 0.1%
1232703071609860099	10	< 0.1%
1245021944312979456	10	< 0.1%
1599785697241464838	9	< 0.1%
Other values (46560)	49768	99.8%

contains_keyword
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

True	49886

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	True
2nd row	True
3rd row	True
4th row	True
5th row	True

Common Values

Value	Count	Frequency (%)
True	49886	100.0%

Common Values (Plot)

keywords
Categorical

HIGH CARDINALITY IMBALANCE

Distinct	1734
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

covid	9396
pandemic	9103
covid-19	6107
corona	4789
vaccine	1999
Other values (1729)	18492

Overview
Categories

Unique

Unique	1059 ?
Unique (%)	2.1%

Sample

1st row	cdc
2nd row	n95
3rd row	vaccine
4th row	wfh
5th row	epidemic

Common Values

Value	Count	Frequency (%)
covid	9396	18.8%
pandemic	9103	18.2%
covid-19	6107	12.2%
corona	4789	9.6%
vaccine	1999	4.0%
covid,pandemic	1413	2.8%
covid-19,pandemic	1294	2.6%
corona,pandemic	1172	2.3%
covid,vaccine	818	1.6%
covid-19,vaccine	804	1.6%
Other values (1724)	12991	26.0%

level_0
Categorical

Distinct	109
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

73.0	1864
37.0	1479
91.0	1405
105.0	1218
29.0	1157
Other values (104)	42763

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	99.0
2nd row	58.0
3rd row	58.0
4th row	14.0
5th row	82.0

Common Values

Value	Count	Frequency (%)
73.0	1864	3.7%
37.0	1479	3.0%
91.0	1405	2.8%
105.0	1218	2.4%
29.0	1157	2.3%
3.0	1110	2.2%
34.0	1108	2.2%
93.0	1091	2.2%
84.0	1021	2.0%
82.0	976	2.0%
Other values (99)	37457	75.1%

index_y
Categorical

Distinct	109
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

73.0	1864
37.0	1479
91.0	1405
105.0	1218
29.0	1157
Other values (104)	42763

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	99.0
2nd row	58.0
3rd row	58.0
4th row	14.0
5th row	82.0

Common Values

Value	Count	Frequency (%)
73.0	1864	3.7%
37.0	1479	3.0%
91.0	1405	2.8%
105.0	1218	2.4%
29.0	1157	2.3%
3.0	1110	2.2%
34.0	1108	2.2%
93.0	1091	2.2%
84.0	1021	2.0%
82.0	976	2.0%
Other values (99)	37457	75.1%

name
Categorical

Distinct	109
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

Murray, Patty	1864
Durbin, Richard J.	1479
Shaheen, Jeanne	1405
Warren, Elizabeth	1218
Cornyn, John	1157
Other values (104)	42763

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Tillis, Thom
2nd row	Klobuchar, Amy
3rd row	Klobuchar, Amy
4th row	Blumenthal, Richard
5th row	Rosen, Jacky

Common Values

Value	Count	Frequency (%)
Murray, Patty	1864	3.7%
Durbin, Richard J.	1479	3.0%
Shaheen, Jeanne	1405	2.8%
Warren, Elizabeth	1218	2.4%
Cornyn, John	1157	2.3%
Harris, Kamala	1110	2.2%
Cruz, Ted	1108	2.2%
Sinema, Kyrsten	1091	2.2%
Rubio, Marco	1021	2.0%
Rosen, Jacky	976	2.0%
Other values (99)	37457	75.1%

id.1
Categorical

Distinct	109
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

74.0	1864
38.0	1479
92.0	1405
106.0	1218
30.0	1157
Other values (104)	42763

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	100.0
2nd row	59.0
3rd row	59.0
4th row	15.0
5th row	83.0

Common Values

Value	Count	Frequency (%)
74.0	1864	3.7%
38.0	1479	3.0%
92.0	1405	2.8%
106.0	1218	2.4%
30.0	1157	2.3%
4.0	1110	2.2%
35.0	1108	2.2%
94.0	1091	2.2%
85.0	1021	2.0%
83.0	976	2.0%
Other values (99)	37457	75.1%

state_short
Categorical

Distinct	50
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

CA	2402
IL	2289
TX	2265
NH	2208
MA	2154
Other values (45)	38568

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NC
2nd row	MN
3rd row	MN
4th row	CT
5th row	NV

Common Values

Value	Count	Frequency (%)
CA	2402	4.8%
IL	2289	4.6%
TX	2265	4.5%
NH	2208	4.4%
MA	2154	4.3%
WA	2076	4.2%
FL	1781	3.6%
AZ	1766	3.5%
NV	1755	3.5%
TN	1500	3.0%
Other values (40)	29690	59.5%

party
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

1.0	28204
0.0	19612
2.0	2070

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	28204	56.5%
0.0	19612	39.3%
2.0	2070	4.1%

Common Values (Plot)

class
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

2.0	17187
3.0	16575
1.0	16124

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	1.0
4th row	3.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
2.0	17187	34.5%
3.0	16575	33.2%
1.0	16124	32.3%

Common Values (Plot)

ideology
Categorical

Distinct	108
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

0.142703588817088	1864
0.0855733771029607	1479
0.2925665319541	1405
0.0583875007437665	1218
0.772226738391321	1157
Other values (103)	42763

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.819146177750934
2nd row	0.130504324943533
3rd row	0.130504324943533
4th row	0.0310655954121906
5th row	0.308548351377894

Common Values

Value	Count	Frequency (%)
0.142703588817088	1864	3.7%
0.0855733771029607	1479	3.0%
0.2925665319541	1405	2.8%
0.0583875007437665	1218	2.4%
0.772226738391321	1157	2.3%
0.0213759569468058	1110	2.2%
0.944056385174951	1108	2.2%
0.500967034663567	1091	2.2%
0.831181764071725	1021	2.0%
0.308548351377894	976	2.0%
Other values (98)	37457	75.1%

start_serving
Categorical

Distinct	42
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

01/03/2013	4740
01/06/2015	4244
01/05/2011	4008
01/03/2017	3941
01/03/2019	3795
Other values (37)	29158

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	01/06/2015
2nd row	01/04/2007
3rd row	01/04/2007
4th row	01/03/2010
5th row	01/03/2019

Common Values

Value	Count	Frequency (%)
01/03/2013	4740	9.5%
01/06/2015	4244	8.5%
01/05/2011	4008	8.0%
01/03/2017	3941	7.9%
01/03/2019	3795	7.6%
01/04/2007	3261	6.5%
01/06/2009	2634	5.3%
01/03/2021	2221	4.5%
01/07/1997	2155	4.3%
01/05/1993	1864	3.7%
Other values (32)	17023	34.1%

end_serving
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

12/31/2022	47062
01/18/2021	1110
01/03/2021	1007
01/20/2021	450
01/03/2019	257

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	12/31/2022
2nd row	12/31/2022
3rd row	12/31/2022
4th row	12/31/2022
5th row	12/31/2022

Common Values

Value	Count	Frequency (%)
12/31/2022	47062	94.3%
01/18/2021	1110	2.2%
01/03/2021	1007	2.0%
01/20/2021	450	0.9%
01/03/2019	257	0.5%

Common Values (Plot)

time_in_office
Categorical

Distinct	46
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

9.9972602739726	4740
11.9945205479452	4008
7.98904109589041	3959
3.99452054794521	3795
16.0	3261
Other values (41)	30123

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	7.98904109589041
2nd row	16.0
3rd row	16.0
4th row	13.0
5th row	3.99452054794521

Common Values

Value	Count	Frequency (%)
9.9972602739726	4740	9.5%
11.9945205479452	4008	8.0%
7.98904109589041	3959	7.9%
3.99452054794521	3795	7.6%
16.0	3261	6.5%
5.99452054794521	2831	5.7%
13.9917808219178	2317	4.6%
1.99178082191781	2221	4.5%
25.9972602739726	2075	4.2%
30.0054794520548	1864	3.7%
Other values (36)	18815	37.7%

not_in_office
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

0.0	44451
1.0	5435

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	44451	89.1%
1.0	5435	10.9%

Common Values (Plot)

last_congress
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

117.0	47062
116.0	2824

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	117.0
2nd row	117.0
3rd row	117.0
4th row	117.0
5th row	117.0

Common Values

Value	Count	Frequency (%)
117.0	47062	94.3%
116.0	2824	5.7%

Common Values (Plot)

vote_share
Categorical

HIGH CARDINALITY MISSING

Distinct	96
Distinct (%)	0.2%
Missing	1460
Missing (%)	2.9%
Memory size	389.9 KiB

59.1	1864
60.4	1510
53.5	1497
54.9	1479
50.9	1411
Other values (91)	40665

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	48.7
2nd row	60.3
3rd row	60.3
4th row	62.9
5th row	50.4

Common Values

Value	Count	Frequency (%)
59.1	1864	3.7%
60.4	1510	3.0%
53.5	1497	3.0%
54.9	1479	3.0%
50.9	1411	2.8%
56.6	1405	2.8%
62.4	1316	2.6%
50.0	1091	2.2%
52.0	1021	2.0%
50.4	976	2.0%
Other values (86)	34856	69.9%
(Missing)	1460	2.9%

next_closest_share
Categorical

HIGH CARDINALITY MISSING

Distinct	89
Distinct (%)	0.2%
Missing	1460
Missing (%)	2.9%
Memory size	389.9 KiB

40.9	2302
36.2	2211
43.9	1876
33.0	1570
38.9	1479
Other values (84)	38988

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	46.9
2nd row	36.2
3rd row	36.2
4th row	34.9
5th row	45.4

Common Values

Value	Count	Frequency (%)
40.9	2302	4.6%
36.2	2211	4.4%
43.9	1876	3.8%
33.0	1570	3.1%
38.9	1479	3.0%
45.4	1478	3.0%
41.0	1405	2.8%
37.6	1110	2.2%
48.3	1108	2.2%
47.6	1091	2.2%
Other values (79)	32796	65.7%
(Missing)	1460	2.9%

election_year
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

2020	16369
2018	16124
2016	14926
*	1460
2014	946

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020
2nd row	2018
3rd row	2018
4th row	2016
5th row	2018

Common Values

Value	Count	Frequency (%)
2020	16369	32.8%
2018	16124	32.3%
2016	14926	29.9%
*	1460	2.9%
2014	946	1.9%
2017	61	0.1%

Common Values (Plot)

alt_handle
Categorical

HIGH CARDINALITY MISSING

Distinct	68
Distinct (%)	0.3%
Missing	22882
Missing (%)	45.9%
Memory size	389.9 KiB

murraycampaign	1503
JeanneShaheen	1314
DickDurbin	1111
RosenforNevada	959
ewarren	822
Other values (63)	21295

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	amyklobuchar
2nd row	RosenforNevada
3rd row	edmarkey
4th row	SenBrianSchatz
5th row	BernieSanders

Common Values

Value	Count	Frequency (%)
murraycampaign	1503	3.0%
JeanneShaheen	1314	2.6%
DickDurbin	1111	2.2%
RosenforNevada	959	1.9%
ewarren	822	1.6%
chuckschumer	782	1.6%
CortezMasto	756	1.5%
kyrstensinema	754	1.5%
Maggie_Hassan	747	1.5%
scottforflorida	743	1.5%
Other values (58)	17513	35.1%
(Missing)	22882	45.9%

date_of_birth
Categorical

Distinct	109
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

10/11/1950	1864
11/21/1944	1479
01/28/1947	1405
06/22/1949	1218
02/02/1952	1157
Other values (104)	42763

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	08/30/1960
2nd row	05/25/1960
3rd row	05/25/1960
4th row	02/13/1946
5th row	08/02/1957

Common Values

Value	Count	Frequency (%)
10/11/1950	1864	3.7%
11/21/1944	1479	3.0%
01/28/1947	1405	2.8%
06/22/1949	1218	2.4%
02/02/1952	1157	2.3%
10/20/1964	1110	2.2%
12/22/1970	1108	2.2%
07/12/1976	1091	2.2%
05/28/1971	1021	2.0%
08/02/1957	976	2.0%
Other values (99)	37457	75.1%

female
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

0.0	32102
1.0	17784

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	1.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	32102	64.4%
1.0	17784	35.6%

Common Values (Plot)

ethnicity
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

White	41469
Hispanic	3194
Hispanic; White	1887
African-American; Asian-American	1548
Asian; White	810
Other values (2)	978

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	White
2nd row	White
3rd row	White
4th row	White
5th row	White

Common Values

Value	Count	Frequency (%)
White	41469	83.1%
Hispanic	3194	6.4%
Hispanic; White	1887	3.8%
African-American; Asian-American	1548	3.1%
Asian; White	810	1.6%
African-American	755	1.5%
Asian	223	0.4%

Common Values (Plot)

edu_level
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

8.0	28384
6.0	10969
7.0	10533

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	6.0
2nd row	8.0
3rd row	8.0
4th row	8.0
5th row	6.0

Common Values

Value	Count	Frequency (%)
8.0	28384	56.9%
6.0	10969	22.0%
7.0	10533	21.1%

Common Values (Plot)

edu_information
Categorical

Distinct	109
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

B.A.; Physical Education; Washington State University; 1972	1864
J.D.; Georgetown University; 1969	1479
M.S.S.; University of Mississippi; 1973	1405
J.D.; Rutgers University; 1976	1218
J.D.; St. Mary’s School of Law; 1977	1157
Other values (104)	42763

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B.S.; Technology Management; University of Maryland; 1996
2nd row	J.D.; University of Chicago, 1985
3rd row	J.D.; University of Chicago, 1985
4th row	J.D.; Yale University; 1973
5th row	B.A.; Psychology; University of Minnesota; 1979

Common Values

Value	Count	Frequency (%)
B.A.; Physical Education; Washington State University; 1972	1864	3.7%
J.D.; Georgetown University; 1969	1479	3.0%
M.S.S.; University of Mississippi; 1973	1405	2.8%
J.D.; Rutgers University; 1976	1218	2.4%
J.D.; St. Mary’s School of Law; 1977	1157	2.3%
J.D.; University of California; 1989	1110	2.2%
J.D.; Harvard University; 1995	1108	2.2%
PhD in Justice Studies; Arizona State University; 2012	1091	2.2%
J.D.; University of Miami; 1996	1021	2.0%
B.A.; Psychology; University of Minnesota; 1979	976	2.0%
Other values (99)	37457	75.1%

occup_level
Categorical

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

2.0	22193
1.0	5375
5.0	5372
0.0	5124
11.0	3837
Other values (8)	7985

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	2.0
3rd row	2.0
4th row	2.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
2.0	22193	44.5%
1.0	5375	10.8%
5.0	5372	10.8%
0.0	5124	10.3%
11.0	3837	7.7%
3.0	2791	5.6%
6.0	2096	4.2%
12.0	796	1.6%
9.0	753	1.5%
8.0	478	1.0%
Other values (3)	1071	2.1%

alt
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

False	39080
True	10806

Overview
Categories

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	True
2nd row	True
3rd row	False
4th row	False
5th row	False

Common Values

Value	Count	Frequency (%)
False	39080	78.3%
True	10806	21.7%

Common Values (Plot)

twitter_handle
Categorical

HIGH CARDINALITY MISSING

Distinct	62
Distinct (%)	0.6%
Missing	39080
Missing (%)	78.3%
Memory size	389.9 KiB

SenAmyKlobuchar	576
SenatorMarshall	561
SenAlexPadilla	553
VP	450
SenMarkey	413
Other values (57)	8253

Overview
Categories

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	SenThomTillis
2nd row	SenAmyKlobuchar
3rd row	SenAlexPadilla
4th row	SenMarkey
5th row	SenWarren

Common Values

Value	Count	Frequency (%)
SenAmyKlobuchar	576	1.2%
SenatorMarshall	561	1.1%
SenAlexPadilla	553	1.1%
VP	450	0.9%
SenMarkey	413	0.8%
SenTedCruz	408	0.8%
SenWarren	396	0.8%
SenSanders	381	0.8%
senrandpaul	373	0.7%
senmarcorubio	370	0.7%
Other values (52)	6325	12.7%
(Missing)	39080	78.3%

tweetLen
Categorical

Distinct	318
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	389.9 KiB

280	1559
279	1271
278	1067
277	971
284	917
Other values (313)	44101

Overview
Categories

Unique

Unique	13 ?
Unique (%)	< 0.1%

Sample

1st row	134
2nd row	191
3rd row	308
4th row	200
5th row	291

Common Values

Value	Count	Frequency (%)
280	1559	3.1%
279	1271	2.5%
278	1067	2.1%
277	971	1.9%
284	917	1.8%
276	855	1.7%
275	792	1.6%
283	758	1.5%
274	689	1.4%
288	627	1.3%
Other values (308)	40380	80.9%

Overview

Variables

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values (Plot)

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values (Plot)

Common Values

Common Values (Plot)

Common Values

Common Values

Common Values

Common Values (Plot)

Common Values

Common Values

Common Values (Plot)

Common Values

Common Values (Plot)

Common Values

Common Values

Common Values

Common Values (Plot)

Common Values

Common Values

Common Values

Common Values (Plot)

Common Values

Common Values (Plot)

Common Values

Common Values (Plot)

Common Values

Common Values

Common Values

Common Values (Plot)

Common Values

Common Values