print(nvidia.head().drop(df.columns[[-2, -1]], axis=1).to_markdown(index=False))| date | open | high | low | close | adjClose | volume | unadjustedVolume | change | changePercent | vwap |
|---|---|---|---|---|---|---|---|---|---|---|
| 2024-07-31 | 112.9 | 118.34 | 110.88 | 117.02 | 117 | 473174200 | 473174200 | 4.12 | 3.65 | 114.785 |
| 2024-07-30 | 111.52 | 111.99 | 102.54 | 103.73 | 103.71 | 486833300 | 486833300 | -7.79 | -6.99 | 107.445 |
| 2024-07-29 | 113.69 | 116.28 | 111.3 | 111.59 | 111.57 | 248152100 | 248152100 | -2.1 | -1.85 | 113.215 |
| 2024-07-26 | 116.19 | 116.2 | 111.58 | 113.06 | 113.04 | 293399100 | 293399100 | -3.13 | -2.69 | 114.257 |
| 2024-07-25 | 113.04 | 116.63 | 106.3 | 112.28 | 112.26 | 460067019 | 460067019 | -0.76 | -0.67233 | 112.062 |
print(combined_df.head().drop(combined_df.columns[[-3, -2, -1]], axis=1).to_markdown(index=False))| date | Nvidia Percent Change | AMD Percent Change | Intel Percent Change | Broadcom Percent Change |
|---|---|---|---|---|
| 2024-07-31 00:00:00 | 3.65 | -4.15 | 0.65488 | 6.08 |
| 2024-07-30 00:00:00 | -6.99 | -1.03 | -2.33 | -6.37 |
| 2024-07-29 00:00:00 | -1.85 | -1.02 | -1.88 | -1.18 |
| 2024-07-26 00:00:00 | -2.69 | -0.23518 | -0.25453 | -1.22 |
| 2024-07-25 00:00:00 | -0.67233 | -3.99 | -0.86069 | -1.32 |
Percentage Changes of Tech Stocks With the Direction of the NASDAQ ETF (1 for Positive, 0 for Negative)
print(combined_df.drop(combined_df.columns[[-5, -4, -3, -2]], axis=1).to_markdown(index=False))| date | Nvidia Percent Change | AMD Percent Change | Intel Percent Change | NASDAQ ETF Direction |
|---|---|---|---|---|
| 2024-07-31 00:00:00 | 3.65 | -4.15 | 0.65488 | 1 |
| 2024-07-30 00:00:00 | -6.99 | -1.03 | -2.33 | 0 |
| 2024-07-29 00:00:00 | -1.85 | -1.02 | -1.88 | 0 |
| 2024-07-26 00:00:00 | -2.69 | -0.23518 | -0.25453 | 1 |
| 2024-07-25 00:00:00 | -0.67233 | -3.99 | -0.86069 | 0 |
print(combined_df.head().drop(combined_df.columns[[-6, -5, -4, -3, -2]], axis=1).to_markdown(index=False))| date | Nvidia Percent Change | AMD Percent Change | Intel Percent Change | day_of_week |
|---|---|---|---|---|
| 2024-07-31 00:00:00 | 3.65 | -4.15 | 0.65488 | Wednesday |
| 2024-07-30 00:00:00 | -6.99 | -1.03 | -2.33 | Tuesday |
| 2024-07-29 00:00:00 | -1.85 | -1.02 | -1.88 | Monday |
| 2024-07-26 00:00:00 | -2.69 | -0.23518 | -0.25453 | Friday |
| 2024-07-25 00:00:00 | -0.67233 | -3.99 | -0.86069 | Thursday |