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Datasets:
ronantakizawa
/
trending-stocks-yahoo-finance

Tasks:
Text Classification
Time Series Forecasting
Tabular Regression
Modalities:
Tabular
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
Tags:
finance
stocks
trending
yahoo-finance
market-data
time-series
Libraries:
Datasets
pandas
License:
Dataset card Data Studio Files
xet
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1
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Auto-converted to Parquet Duplicate
year
int64
rank
int64
symbol
string
name
string
times_trended
int64
best_rank
int64
avg_rank
float64
median_rank
int64
max_price
float64
max_market_cap
float64
max_volume
float64
2,025
1
NVDA
NVIDIA Corporation
160
1
6.72
5
193.6
4,714,000,000,000
802,700,000
2,025
2
TSLA
Tesla, Inc.
152
1
6.41
5
459.46
1,528,000,000,000
205,781,000
2,025
3
AMD
Advanced Micro Devices, Inc.
122
1
8.09
5
235.56
382,277,000,000
247,318,000
2,025
4
PLTR
Palantir Technologies Inc.
107
1
6.36
4
182.55
433,071,000,000
202,599,000
2,025
5
SMCI
Super Micro Computer, Inc.
123
1
9.85
8
60.05
35,839,000,000
165,920,000
2,025
6
INTC
Intel Corporation
88
1
8.85
7
37.17
176,850,000,000
293,341,000
2,025
7
META
Meta Platforms, Inc.
87
1
9.54
8
764.58
1,921,000,000,000
38,590,000
2,025
8
MSTR
MicroStrategy Incorporated
87
1
9.75
8
421.74
118,492,000,000
31,225,000
2,025
9
AAPL
Apple Inc.
85
1
9.46
7
256.35
3,804,000,000,000
163,741,000
2,025
10
BABA
Alibaba Group Holding Limited
90
1
11.14
11
189.72
452,387,000,000
117,018,000
2,025
11
NFLX
Netflix, Inc.
83
1
10.37
10
1,322.88
562,979,000,000
13,065,000
2,025
12
BBAI
BigBear.ai Holdings, Inc.
82
1
10.85
11
9.8
2,962,000,000
295,365,000
2,025
13
RGTI
Rigetti Computing, Inc.
69
1
8.22
5
43.91
14,234,000,000
349,105,000
2,025
14
HIMS
Hims & Hers Health, Inc.
72
1
9.72
9
68.74
15,018,000,000
172,232,000
2,025
15
BA
The Boeing Company
74
1
10.24
9
233.06
175,729,000,000
23,108,000
2,025
16
TSM
Taiwan Semiconductor Manufacturing Company Limited
71
1
10.14
9
304.44
1,579,000,000,000
67,721,000
2,025
17
MSFT
Microsoft Corporation
73
1
11.25
9
517.93
3,850,000,000,000
52,474,000
2,025
18
NKE
NIKE, Inc.
63
1
9.1
7
80.28
118,745,000,000
74,978,000
2,025
19
AMZN
Amazon.com, Inc.
69
1
10.74
9
242.06
2,545,000,000,000
123,159,000
2,025
20
OKLO
Oklo Inc.
64
1
9.64
8
154.64
22,826,000,000
77,638,000
2,025
21
GOOG
Alphabet Inc.
70
1
11.51
11
251.76
3,041,000,000,000
74,053,000
2,025
22
AVGO
Broadcom Inc.
68
1
11.22
10
345.76
1,633,000,000,000
90,030,000
2,025
23
SOUN
SoundHound AI, Inc.
64
1
10.38
8
17.98
7,273,000,000
204,199,000
2,025
24
IONQ
IonQ, Inc.
68
1
11.49
10
69.6
22,485,000,000
125,711,000
2,025
25
HOOD
Robinhood Markets, Inc.
75
1
12.91
13
138.96
123,490,000,000
202,388,000
2,025
26
GME
GameStop Corp.
63
1
10.97
10
32.82
14,664,000,000
40,231,000
2,025
27
RDDT
Reddit, Inc.
63
1
11.29
12
257.76
48,241,000,000
20,796,000
2,025
28
NIO
NIO Inc.
55
1
9.15
8
7.37
18,582,000,000
161,112,000
2,025
29
LLY
Eli Lilly and Company
53
2
8.94
8
899.91
808,268,000,000
26,054,000
2,025
30
ORCL
Oracle Corporation
49
1
7.67
6
332.94
935,172,000,000
39,900,000
2,025
31
RIVN
Rivian Automotive, Inc.
54
1
9.41
9
16.49
18,675,000,000
124,582,000
2,025
32
SOFI
SoFi Technologies, Inc.
68
1
12.91
13
29.51
35,337,000,000
226,855,000
2,025
33
NBIS
Nebius Group N.V.
65
1
12.54
13
134.97
33,678,000,000
43,869,000
2,025
34
MU
Micron Technology, Inc.
59
1
11.36
10
193.12
216,131,000,000
50,352,000
2,025
35
DJT
Trump Media & Technology Group Corp.
57
1
10.91
9
42.91
9,308,000,000
49,590,000
2,025
36
QBTS
D-Wave Quantum Inc.
60
1
11.72
10
34.02
11,635,000,000
303,208,000
2,025
37
KO
The Coca-Cola Company
63
2
12.63
11
73
314,161,000,000
27,080,000
2,025
38
CRWV
CoreWeave, Inc. Class A Common Stock
57
1
11.3
12
172.74
82,911,000,000
70,761,000
2,025
39
MMM
3M Company
50
1
9.26
8
158.72
84,539,000,000
8,848,000
2,025
40
COIN
Coinbase Global, Inc.
60
1
12.42
12
391.66
99,758,000,000
36,811,000
2,025
41
OPEN
Opendoor Technologies Inc.
47
1
8.91
6
10.76
7,919,000,000
1,827,000,000
2,025
42
9988.HK
Alibaba Group Holding Limited
43
1
7.84
8
183.1
3,493,000,000,000
404,948,000
2,025
43
ASTS
AST SpaceMobile, Inc.
58
4
12.6
12
63.47
20,324,000,000
33,709,000
2,025
44
APP
AppLovin Corporation
55
2
11.89
14
669.86
226,580,000,000
31,624,000
2,025
45
UNH
UnitedHealth Group Incorporated
49
1
10.27
6
594.4
543,705,000,000.00006
65,751,000
2,025
46
TEM
Tempus AI, Inc
56
1
12.27
13
103.25
17,937,000,000
40,428,000
2,025
47
RKLB
Rocket Lab USA, Inc.
53
2
11.83
9
67.74
32,783,000,000
61,790,000
2,025
48
NVO
Novo Nordisk A/S
51
1
11.59
11
90.59
409,726,000,000
110,210,000
2,025
49
MRNA
Moderna, Inc.
51
1
11.59
10
47.53
18,290,000,000
37,056,000
2,025
50
PLUG
Plug Power Inc.
43
1
9.51
7
3.81
4,438,000,000
499,502,000
2,025
51
CRWD
CrowdStrike Holdings, Inc.
45
1
10.27
8
514.1
128,138,000,000
15,868,000
2,025
52
ASML
ASML Holding N.V.
52
1
12.5
12
1,049.28
407,276,000,000
4,928,000
2,025
53
WOLF
Wolfspeed, Inc.
42
1
9.76
9
34.26
3,458,000,000
434,450,000
2,025
54
SHOP
Shopify Inc.
51
1
12.73
11
161.14
209,741,000,000
34,126,000
2,025
55
F
Ford Motor Company
41
1
9.54
7
12.67
50,544,000,000
221,881,000
2,025
56
QUBT
Quantum Computing Inc.
47
2
11.74
10
24.62
4,598,000,000
131,246,000
2,025
57
X
United States Steel Corporation
38
1
8.71
9
54.84
12,417,000,000
52,893,000
2,025
58
BRK-B
Berkshire Hathaway Inc.
47
1
12.13
12
539.8
1,164,000,000,000
12,579,000
2,025
59
ACHR
Archer Aviation Inc.
46
2
11.91
12
13.65
8,808,000,000
131,856,000
2,025
60
GOOGL
Alphabet Inc.
51
2
13.39
15
251.61
3,046,000,000,000
108,140,000
2,025
61
FNMA
Federal National Mortgage Association
41
3
10.59
9
12.75
14,766,000,000
19,109,000
2,025
62
IBM
International Business Machines Corporation
41
1
10.68
8
296.22
275,935,000,000
12,453,000
2,025
63
OXY
Occidental Petroleum Corporation
45
2
12.4
11
51.97
48,766,000,000
43,822,000
2,025
64
PYPL
PayPal Holdings, Inc.
41
1
11.63
11
91.81
92,043,000,000
58,547,000
2,025
65
COST
Costco Wholesale Corporation
34
1
9
8
1,047.75
466,533,000,000
4,172,000
2,025
66
UBER
Uber Technologies, Inc.
45
2
13.47
13
100.5
209,585,000,000
81,606,000
2,025
67
O
Realty Income Corporation
48
1
14.25
15
60.32
55,151,000,000
16,933,000
2,025
68
SNOW
Snowflake Inc.
33
1
9.15
8
250.21
84,771,000,000
35,080,000
2,025
69
MLGO
MicroAlgo Inc.
31
1
8.13
8
24.56
244,899,000
531,535,000
2,025
70
APLD
Applied Digital Corporation
37
1
11.14
10
34.24
9,221,000,000
208,870,000
2,025
71
LCID
Lucid Group, Inc.
38
1
11.55
12
20.71
9,908,000,000
932,954,000
2,025
72
SNAP
Snap Inc.
35
2
10.46
11
12.47
20,915,000,000
260,041,000
2,025
73
CELH
Celsius Holdings, Inc.
38
1
11.92
12
59.69
15,397,000,000
61,720,000
2,025
74
STZ
Constellation Brands, Inc.
32
1
9.31
7
221.92
40,298,000,000
8,645,000
2,025
75
WBA
Walgreens Boots Alliance, Inc.
34
1
10.35
8
12.52
10,819,000,000
451,754,000
2,025
76
TLRY
Tilray Brands, Inc.
37
1
11.65
12
2.125
2,358,000,000
370,484,000
2,025
77
CRM
Salesforce, Inc.
41
2
13.24
12
347.1
332,175,000,000
23,823,000
2,025
78
MULN
Mullen Automotive, Inc.
30
2
8.6
7
16.1
871,646,000
552,104,000
2,025
79
SBUX
Starbucks Corporation
48
2
15.25
15
115.81
131,552,000,000
19,280,000
2,025
80
ANET
Arista Networks Inc
45
3
14.64
14
157.36
197,780,000,000
31,281,000
2,025
81
PONY
Pony AI Inc.
39
2
13
16
23.61
8,239,000,000.000001
69,393,000
2,025
82
PEP
PepsiCo, Inc.
43
1
14.26
16
153.47
210,484,000,000
26,202,000
2,025
83
VRT
Vertiv Holdings Co
38
3
12.79
11
174.01
66,449,000,000
45,750,000
2,025
84
ARM
Arm Holdings plc
39
1
13.15
15
181.63
190,898,000,000
27,079,000
2,025
85
QS
QuantumScape Corporation
36
1
12.17
12
15.92
9,011,000,000
192,187,000
2,025
86
BRK-A
Berkshire Hathaway Inc.
36
1
12.25
13
809,350
1,164,000,000,000
2,918
2,025
87
PANW
Palo Alto Networks, Inc.
34
1
11.44
11
203.27
135,539,999,999.99998
17,267,000
2,025
88
CSCO
Cisco Systems, Inc.
27
1
7.89
5
70.4
278,784,000,000
39,588,000
2,025
89
LULU
Lululemon Athletica Inc.
30
1
9.83
10
414.2
50,443,000,000
36,656,000
2,025
90
JNJ
Johnson & Johnson
43
2
14.74
16
188.64
454,309,000,000
23,289,000
2,025
91
CRSP
CRISPR Therapeutics AG
34
1
11.85
11
76.78
6,983,000,000
7,745,000
2,025
92
CEG
Constellation Energy Corporation
36
2
12.69
14
360
112,466,000,000
16,037,000
2,025
93
ADBE
Adobe Inc.
31
2
10.68
14
451.67
196,611,000,000
14,147,000
2,025
94
XPEV
XPeng Inc.
35
1
12.46
13
26.34
24,994,000,000
28,658,000
2,025
95
GRAB
Grab Holdings Limited
32
1
11.25
11
6.16
25,112,000,000
110,319,000
2,025
96
ELF
e.l.f. Beauty, Inc.
32
1
11.59
12
125.39
7,086,000,000
16,584,000
2,025
97
CRCL
Circle Internet Group
36
2
13.22
12
263.45
63,895,000,000
96,727,000
2,025
98
UPS
United Parcel Service, Inc.
27
1
9.19
6
129.73
110,708,000,000
41,037,000
2,025
99
VST
Vistra Corp.
33
2
12.33
12
207.22
70,210,000,000
32,106,000
2,025
100
MCD
McDonald's Corporation
38
1
14.13
14
321.29
229,549,000,000
8,044,000
End of preview. Expand in Data Studio

Monthly Trending Stocks Dataset

A ranked dataset of the most trending stocks on Yahoo Finance from July 2024 to October 2025, based on weighted scoring of their monthly trending appearances in Yahoo Finance.

πŸ“Š Dataset Overview

  • Total Entries: 7,993 ranked stocks
  • Time Period: July 2024 - October 2025 (16 months)
  • Source: Wayback Machine snapshots of Yahoo Finance Trending Stocks
  • Data Granularity: Monthly rankings
  • Data Order: Sorted by month (descending: Oct 2025 β†’ July 2024) and rank within each month

πŸ”§ Dataset Configurations

This dataset has two configurations defined in the YAML header:

Configuration: yearly (Default)

Top-ranked stocks by year with aggregated statistics

from datasets import load_dataset
ds = load_dataset('ronantakizawa/trending-stocks-yahoo-finance', 'yearly')

Columns:

  • year (int): Year (2024-2025)
  • rank (int): Overall rank for that year (1 = highest score)
  • symbol (string): Stock ticker symbol
  • name (string): Company name
  • times_trended (int): Number of days appeared on trending
  • best_rank (int): Highest rank achieved (lowest number)
  • avg_rank (float): Average rank across all appearances
  • median_rank (int): Median rank
  • max_price (float): Maximum stock price during the year
  • max_market_cap (float): Maximum market capitalization
  • max_volume (float): Maximum trading volume

Configuration: full

Complete daily trending data with detailed market metrics

from datasets import load_dataset
ds = load_dataset('ronantakizawa/trending-stocks-yahoo-finance', 'full')

Columns:

  • symbol (string): Stock ticker symbol
  • name (string): Company name
  • price (float): Stock price at snapshot
  • change (float): Price change
  • change_pct (float): Percentage change
  • volume (float): Trading volume
  • avg_volume_3m (float): 3-month average volume
  • market_cap (float): Market capitalization
  • pe_ratio (float): Price-to-earnings ratio
  • rank (int): Position in trending (1-25)
  • date (string): Snapshot date (YYYY-MM-DD)

πŸ† Scoring Methodology

Each stock's monthly score is calculated using:

Score = Ξ£ (26 - rank) for each trending appearance

Where:
- Rank 1 = 25 points
- Rank 2 = 24 points
- ...
- Rank 25 = 1 point

Why this works:

  • βœ… Rewards frequent appearances (more days trending = more points)
  • βœ… Rewards high rankings (rank 1 is worth more than rank 25)
  • βœ… Balances viral stocks with consistently popular stocks

🌟 Key Insights

1. All-Time Top 10 (July 2024 - October 2025)

Rank Symbol Company Total Score Total Appearances
1 NVDA NVIDIA Corporation 5,520 283
2 TSLA Tesla, Inc. 5,174 258
3 SMCI Super Micro Computer 4,131 225
4 PLTR Palantir Technologies 3,800 198
5 MSTR MicroStrategy 3,557 202
6 AMD Advanced Micro Devices 2,740 167
7 SOUN SoundHound AI 2,553 149
8 ACHR Archer Aviation 2,261 151
9 RGTI Rigetti Computing 2,235 142
10 NFLX Netflix 2,189 136

2. Monthly Champions

Month Winner Score Appearances Theme
Oct 2025 AMD 283 13 Semiconductor Rally
Sep 2025 OPEN 458 21 Real Estate Tech
Aug 2025 NVDA 480 26 AI Dominance
Jul 2025 BA 187 12 Aerospace Recovery
Jun 2025 CRCL 232 16 Crypto IPO Hype
May 2025 NVDA 270 14 GPU Demand
Apr 2025 TSLA 387 17 EV Competition
Mar 2025 NVDA 328 18 AI Infrastructure
Feb 2025 SMCI 768 42 Server Mania
Jan 2025 NVDA 568 26 New Year AI Rally
Dec 2024 TSLA 679 32 Year-End Surge
Nov 2024 NVDA 2,118 105 Post-Election AI Boom

3. Sectoral Trends

AI & Semiconductor Dominance (Persistent)

  • NVDA dominated 5 months (Nov 2024, Jan, Mar, May, Aug 2025)
  • AMD, SMCI consistently in top 5
  • Combined 12,391 total score across top 3 chip stocks

Quantum Computing Emergence (2024 Q4 - 2025)

  • RGTI: 2,235 total score (142 appearances)
  • QBTS (D-Wave): Strong December 2024
  • IONQ: Consistent appearances
  • Reflects retail interest in quantum tech

Crypto Proxy Stocks

  • MSTR: 3,557 score (202 appearances)
  • Tracks Bitcoin sentiment
  • Peak in Nov 2024 post-election

Meme Stock Resurgence

  • GME: Strong in Dec 2024 (423 score)
  • DJT (Trump Media): Sep-Oct 2024 peak (691 combined)
  • Volatility-driven retail interest

EV & Autonomous

  • TSLA: #2 all-time (5,174 score)
  • ACHR (Archer Aviation): 2,261 score
  • NIO: Periodic spikes

4. Notable Patterns

NVDA's Dominance:

  • Appeared 283 times (nearly every trading day)
  • Won 5 out of 16 months
  • November 2024: 2,118 score (105 appearances) - highest monthly score ever

February 2025 SMCI Explosion:

  • 768 score (42 appearances in 1 month)
  • Reflects AI server infrastructure hype
  • Average rank: 7.14 (very high quality)
Downloads last month
23
Size of downloaded dataset files:
3.28 MB
Size of the auto-converted Parquet files:
1.5 MB
Number of rows:
34,081